Neurips 2020

2019) Received the Google Education Grant. … Read More. Description The Intelligent Dynamics Lab, directed by Professor Roy Fox, is seeking to hire a postdoctoral scholar to work at the forefront of research in reinforcement learning, imitation learning, and robotics. The following paper was accepted at ICLR 2020: Jacob Beck, Kamil Ciosek, Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, Katja Hofmann, "AMRL: Aggregated Memory For Reinforcement Learning" NeurIPS 2019. I am a PhD student at UCLA whose advisors are Professor Wei Wang and Professor Yizhou Sun. William (Will) Hamilton is an Assistant Professor of Computer Science in the School of Computer Science at McGill University, a Canada CIFAR AI Chair, and a member of the Mila AI Institute of Quebec. 02/2019: We have a new paper of Improved Algorithm on Online Clustering of Bandits , which generalizes to allow users with different appearing probabilities and uses sets to efficiently split and merge user clusters. I was especially intrigued by the New Directions Paper award and how it tackled the problem of generalization in deep learning. AI in Finance Worldwide. 11/11/19: Two papers (#1, #2) are accepted to AAAI 2020! Big congrats to Junxiang Chen , Yanwu Xu , and Mingming Gong ! 10/02/19: Excited to give a talk about our recent NeurIPS paper at SAP Research Retreat !. I will co-chair a tutorial on " Exploration-Exploitation in Reinforcement Learning " at AAAI-2020. Andy Shih, Guy Van den Broeck, Paul Beame and Antoine Amarilli. Deep Learning without Poor Local Minima. Recognizing this deficiency, both Chinese government actors and commercial players are aggressively building up and recruiting AI talent from … Continue reading "The. ACM conference on Fairness, Accountability and Transparency (FAT*). New paper accepted in ALT 2020!! Two papers accepted at NeurIPS 2019. Selected Talks Invited talks at NVIDIA GTC 2020, NeurIPS ML for Health Workshop, O’Reilly’s AI Conference, Simons Institute Frontiers of Deep Learning, Stanford’s HealthAI Hackathon, WiML: Jun 9, 2019: Selected Awards: Honored to be one of the Forbes 30 Under 30 in Science and named one of the MIT Rising Stars in EECS. CSRankings is a metrics-based ranking of top computer science institutions around the world. This year’s NEURIPS-2019 Vancouver conference recently concluded and featured a dozen papers on disentanglement in deep learning. The Annual Conference on Neural Information Processing Systems is held by the NIPS Foundation, which primary focus is to present a continuing series of professional meetings to foster the exchange of research on neural information processing systems in their biological, technological, mathematical, and theoretical aspects. Allen School of Computer Science & Engineering at the University of Washington. The field of artificial intelligence (AI) experienced tremendous scientific advances in the last few years, from vast improvements in processing power and computational efficiency to new insights into object identification, language, and deep learning. News [12/2019] Our paper on universal approximation power of Transformers was accepted to ICLR 2020! [10/2019] I will be presenting a paper titled "Are Transformers universal approximators of sequence-to-sequence functions?" at the NeurIPS 2019 Workshop on Machine Learning with Guarantees. 10] One paper was accepted by WSDM 2020 [2019. According to a booklet distributed to attendees, both NeurIPS 2019 and 2020 will take place in Vancouver, making Canada the host country three years in a row. (January 14, 2018) "Today, at least 45 start-ups are working on chipsthat can power tasks like speech and self-driving cars, and at least five of them have raised more than $100 million from investors. Let’s hope they keep providing great events! The highlights of the conference are all tracked on the vibrant Twitter community calling out the best results and asking questions of dubious moments. I will serve as KDD 2020 Program Co-Chair. I am an EXPO Chair for ICML 2019, 2020. NeurIPS 2019 was an extremely educational and inspiring conference again. PhaseLink: A Deep Learning Approach to Seismic Phase Association Zachary Ross, Yisong Yue, Men-Andrin Meier, Egill Hauksson, Thomas Heaton Journal of Geophysical Research - Solid Earth, DOI:0. Since the extraction step is done by machines, we may miss some papers. Resume News: 1. While modern manufacturing technology is starting to incorporate machine learning throughout the production process, predictive algorithms are being used to plan machine maintenance adaptively rather than on a fixed schedule. Dr Bui Hai Hung,Director of VinAI Research, makes a speech at NeuIPS 2019 NeurIPS 2019 (Neural Information Processing Systems - The annual international conference on artificial neural network information processing systems) will take place on December 8-14, 2019 in Vancouver, Canada. TriggerMesh raised $3M; DoctorLogic landed $7M; Sayari Labssecured $9M; Placer. “Primal-Dual Block Frank-Wolfe”, Proc. The research contributions may discuss technical challenges of reading and interpreting business documents and present research results. What were the biggest discoveries / innovations in AI and ML? NeurIPS best paper awards will likely contain. Apple has announced that it will be attending the 33rd Conference and Workshop on Neural Information Processing Systems (NeurIPS) in. Description The Intelligent Dynamics Lab, directed by Professor Roy Fox, is seeking to hire a postdoctoral scholar to work at the forefront of research in reinforcement learning, imitation learning, and robotics. Bonus Tasks Traffic4cast is a novel challenge that brings together several complementary fields from machine-learning and classical traffic research. International Conference on Learning Representations (ICLR) 2020 Data-driven Estimation of Sinusoid Frequencies G. For those who are familiar with the NeuRIPS may know that getting a ticket is quite hard and then choosing among all the available presentations and workshops is as well not an easy task. IJCAI-19 August 10-16, 2019, Macao, China. It attracts the brightest minds and biggest names in AI from around the globe. 2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics Update : 2019-10-22 Jackie Tseng , TCVIL Lab. By the numbers, NeurIPS has become a behemoth, with over 1,400 papers accepted and around 13,000 people registered. Served as a reviewer for the "2020 Annual Conference of the Association for Computational Linguistics (ACL 2020). Venture capitalists sunk nearly $40 billion into AI and machine learning companies in 2018, according. BrainChip and Tata Consultancy Services (TCS) jointly Present a Demonstration Featuring Its Akida Neuromorphic Technology Platform at NeurIPS 2019 Simply Wall St. 10] One paper was accepted by WSDM 2020 [2019. Selected for Plenary Presentation (one of 20/1400 submissions). To that end, we will offer [email protected] scholarships/travel grants for some number of Round 1 participants who are traditionally underrepresented at NeurIPS to attend the conference. January 6, 2020 Element AI and LG Electronics Sign Memorandum of Understanding at CES 2020. We applied our algorithm to predicting whether someone will commit a crime in the future, predicting whether someone will repay a loan, and optimizing an online tutoring system to maximize student performance, all while enforcing various fairness guarantees. I hope you all had a fantastic year. Maria-Florina Balcan, Travis Dick, Ellen Vitercik. IJCAI-19 August 10-16, 2019, Macao, China. Organisers of the "NIPS" (Neural Information Systems Processing) conference have changed the event's name to "NeurIPS" following a long, heated debate about whether "NIPS" is an offensive name or not. The brain continues to grow for a few years after a person is born and by the age of 2 years o. Subscribe to Yahoo Finance's free daily newsletter today. TriggerMesh has raised $3 million in seed funding led by Index Ventures and Crane Venture Partners. Specifically, they automatically generate an algorithm, called Vemal, that converts certain code into vectors, which can be used for parallel computing. Introduction: The Neural Information Processing Systems (NIPS) Foundation is a non-profit corporation whose purpose is to foster the exchange of research on neural information processing systems in their biological, technological, mathematical, and theoretical aspects. Dispersion for Private Optimization of Piecewise Lipschitz Functions. , Johnson, K*. [Conference Service] I became the Program Committee (PC) for IJCAI 2019 and AAAI 2020. MLSys 2020. I will join ETH Zurich as a PostDoc. Neural Information Processing Systems (NeurIPS) 2018. NeurIPS workshop papers on morality, causality and interpretability. Rebooting AI argues, let's take stock of artificial intelligence, our goals and what useful AI would look like, and ask ourselves, How close to this does deep learning — and NeurIPS is the deep learning/neural network camp — really get us? The thesis basically is: It gets us down the road in some ways, but in a whole host of areas it doesn. 2019 (oral presentation) Trust Region Sequential Variational Inference. 10/2019, I accepted the invitation to serve as Program Committee member of CVPR 2020, ECAI 2020, PAKDD 2020, and IEEE MIPR 2020. The Earth's climate is a highly complex, dynamic system. will be deemed dual submissions. NeurIPS has quadrupled in the last five years. This work could be applied to use cases where the scalability of the core technology itself is a key impediment. Organizers' fault for making a hissy fit out of the na. UW-Madison Dept. NeurIPS is the global gathering for the artificial intelligence and machine learning community, and the world’s largest AI conference (at least, according to Wikipedia!). McCradden M and Shalmali Joshi and James Anderson and Mjaye Mazwi (2020), "When your only tool is a hammer: Ethical Limitations of Computational Fairness Solutions in Healthcare Machine Learning (Oral)", In AAAI Conference on AI Ethics and Society (AIES). 12] One paper was accepted by ICLR 2020 [2019. Venture capitalists. 10] One paper was accepted by WSDM 2020 [2019. As an independent entity, we provide a neutral umbrella for all Turkish hackers. Top Twitter Accounts To Satiate Your AI Curiosity In 2020. View publications by Yandex researchers. Google AI chief Jeff Dean talks about the carbon footprint of machine learning, how ML can help design ASIC chips for ML, and 2020 trends. If they are accepted to NeurIPS by September 4, authors should withdraw their AAAI-20 abstract submissions by the AAAI-20 paper deadline of September 5. Learn more about the Uber AI Residency program and apply today!. Towards bringing powerful machine-learning systems to our daily-life devices, the Efficient and Intelligent Computing (EIC) Lab at Rice University explores techniques that highlight a holistic optimization of algorithm-, system-, and application-level opportunities. Our paper SLIDE: Training Deep Neural Networks with Large Outputs on a CPU faster than a V100-GPU got accepted to SysML 2020. 33rd Conference on Neural Information Processing Systems (NeurIPS) 2019. 2019/05/23: I will serve as an area chair for NeurIPS 2019. by elityre 1 min read 6th Jan 2020 12 comments. NeurIPS 2019 Tackling Climate Change with ML Workshop Caleb Robinson , Anthony Ortiz , Kolya Malkin , Blake Elias , Andi Peng , Dan Morris , Bistra Dilkina , Nebojsa Jojic BibTeX Workshop. Subscribe: iTunes / Google Play / Spotify / RSS A few weeks ago at NeurIPS, Timnit joined us to discuss the ethics and fairness landscape in 2019. Reviewer for COLT 2018, 2020, ISIT 2016-2020, ITW 2018, NeurIPS 2018-2019, ICML 2019-2020, AAAI 2020, AISTATS 2020 Page generated 2020-01-16 13:51:52 PST, by jemdoc. 44/10 InlaksFullScholarshipAward(3years),forbestall. Preprints can be found on the workshop page. Learn more about Amazon Research's ability to have an impact at scale that allows us to attract some of the brightest minds in artificial intelligence and related fields. Pan Xu, Felicia Gao and Quanquan Gu, in Proc. We build a dynamic community around computer science in Turkey and pioneer a first-of-its-kind training and social retreat to cultivate the talent and expertise of Tu. Introduction. The 33rd annual NeurIPS conference has now wrapped up. News London Machine Learning NeurIPS Meetup 2019 G-Research will be hosting the London Machine Learning NeurIPS Meetup 2019! news london machine learning neurips meetup 2019 g-research will be hosting the london machine learning neurips meetup 2019!. The 14th WiML Workshop is co-located with NeurIPS in Vancouver, British Columbia on Monday, December 9th, 2019. Electronic Proceedings of Neural Information Processing Systems. The quickly growing field of Explainable AI (XAI) made a noticeable appearance in this multitude of papers and people. Maximum Likelihood Latent Space Embedding of Logistic Random Dot Product Graphs Luke O'Connor, Muriel Medard, Soheil Feizi AAAI 2020 Functional Adversarial Attacks [paper] [code] Cassidy Laidlaw, Soheil Feizi NeurIPS, 2019. Served as a reviewer for the "2020 Annual Conference of the Association for Computational Linguistics (ACL 2020). Paul Diobu » Neural Information Processing Systems(NeurlPS) annual meeting is to foster the exchange of research on neural information processing systems in their biological, technological, mathematical, and theoretical aspects. For those who are familiar with the NeuRIPS may know that getting a ticket is quite hard and then choosing among all the available presentations and workshops is as well not an easy task. NeurIPS is slated to be held in Vancouver again in 2020 and Sydney, Australia in 2021. BrainChip Holdings Limited (BRN. Invited paper at Allerton Conference on Communication, Control, and Computing, 2015. He is directing the Machine Learning Lab and JD AI Research-Nanjing, which aim to conduct fundamental and applied research in machine learning, and build full-stack AI solutions supporting JD’s businesses in retail, finance, supply. NeurIPS 2019 Workshop on Machine Learning for Autonomous Driving (Sponsor: Pony. UW-Madison Dept. pdf format, and the review process is double-blind—therefore the papers should be appropriately anonymised. Deep Learning without Poor Local Minima. Maria-Florina Balcan, Travis Dick, Ellen Vitercik. NeurIPS Visit Next AI in the Exhibit area at NeurIPS and enter the Next AI Top Startup Competition for a spot in the 2020 cohort of Next AI. 6, 2020 – Breakthroughs in artificial intelligence (AI) that pave the way for autonomous driving. [Spotlight Video] Selected for NeurIPS oral presentation (2% submissions) Kenji Kawaguchi. I will serve as an area chair for ICML-2020 and AISTATS-2020. NeuRIPS is an essential conference on artificial intelligence. There are a few conferences from 2019 that I didn't manage to get to last year (notably CCS, SOCC, and NeurIPS) which are still on my plate. Aditya Grover*, Kristy Choi*, Rui Shu, Stefano Ermon HCML Workshop, NeurIPS 2019. Army Research Laboratory (ARL). He received his PhD from University of Maryland and BS from Nanjing University. [01/2020] Paper on unpaired multi-modal learning with knowledge distillation is accepted to TMI. Bounded Optimal Exploration in MDP. Office: Room 624, Main Building. [NeurIPS proceedings] On Shannon capacity and causal estimation, Rahul Kidambi, Sreeram Kannan. Emtiyaz Khan I am a team leader at the RIKEN center for Advanced Intelligence Project (AIP) in Tokyo where I lead the Approximate Bayesian Inference (ABI) Team. Hongyang Gao, Lei Cai, and Shuiwang Ji Adaptive Convolutional ReLUs Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020. A new wave of intelligent computing, driven by recent advances in machine learning and cognitive algorithms coupled with process technology and new design methodologies, has the potential to usher unprecedented disruption in the way conventional computing solutions are designed and deployed. 16 December 2019 adversarial machine learning, Xiao Zhang, NeurIPS, Saeed Mahloujifar, Mohammad Mahmoody. Our Head of Speech Science, Christopher Shulby will be Read more. Computer science is the representation and manipulation of information; it is the study of the theory, analysis, design, and implementation of the data structures that represent information and the algorithms that transform them. Deadlines are shown in America/New_York time. The teams will race a quadrotor drone in simulation through a series of gates against an opponent. Iran Admits Downing Jetliner, Sparking Global Anger and Protests January 11, 2020, 8:45 PM EST. Work depicted here was sponsored by the U. 0 International License. Three papers in NeurIPS 2019. This work could be applied to use cases where the scalability of the core technology itself is a key impediment. , NeurIPS 2019. Recently accepted papers at Financial Crypto, RECOMB, NeurIPS, Nature Communications “Boomerang: Redundancy Improves Latency and Throughput in Payment Networks”, Vivek Bagaria, Joachim Neu, David Tse, Forthcoming in Financial Crypto (FC’20), 2020, arXiv 1910. NeurIPs Society. The Artificial Intelligence (AI) Residency Program is a one-year research training position designed to give you hands-on experience with artificial intelligence research while working in Facebook AI. I will serve as KDD 2020 Program Co-Chair. Building richer, real-world data sets to push conversational research forward. IBM at neurips 2019. The Vancouver Convention Centre and Tourism Vancouver are honoured to welcome 14,000 Machine Learning and Artificial Intelligence experts for the 33rd Conference on Neural Information Processing Systems (NeurIPS) taking place in Vancouver from December 8 – 14, 2019. We build a dynamic community around computer science in Turkey and pioneer a first-of-its-kind training and social retreat to cultivate the talent and expertise of Tu. Learn more about the Uber AI Residency program and apply today!. The event gathers more than 8,000 participants from all over the world. Call for Dataset Competition Entries for Vision-Aided mmWave. Geon-Hyeong Kim, Youngsoo Jang, Jongmin Lee, Wonseok Jeon, Hongseok Yang, and Kee-Eung Kim. Generative Classifiers: A comparison of logistic regression and naive Bayes. For my students at University of Oxford #AI #Cloud #Edge I did an analysis of neurips papers by theme based on the neurips 2019 schedule. 2020 [123] Anji Liu, Jianshu Chen, Mingze Yu, Yu Zhai, Xuewen Zhou and Ji Liu. Prior to starting as faculty, I was fortunate to be hosted by Michael Kearns, Aaron Roth, and Rakesh Vohra as a Warren Center fellow at the University of Pennsylvania. A top artificial intelligence (AI) conference will officially use a different acronym as its shorthand name, following months of controversy fueled in part by last year's event when Elon Musk. No other research conference attracts a crowd of 6000+ people in one place - it is truly elite in its scope. [PDF, arXiv] Yu Bai, Tengyang Xie, Nan Jiang, Yu-Xiang Wang In Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019). 11/11/19: Two papers (#1, #2) are accepted to AAAI 2020! Big congrats to Junxiang Chen , Yanwu Xu , and Mingming Gong ! 10/02/19: Excited to give a talk about our recent NeurIPS paper at SAP Research Retreat !. Posted by Andrew Helton, Editor, Google Research Communications This week, Vancouver hosts the 33rd annual Conference on Neural Information Processing Systems (NeurIPS 2019), the biggest machine learning conference of the year. Web Chair @ PPoPP 2020. Dr Bui Hai Hung,Director of VinAI Research, makes a speech at NeuIPS 2019 NeurIPS 2019 (Neural Information Processing Systems - The annual international conference on artificial neural network information processing systems) will take place on December 8-14, 2019 in Vancouver, Canada. Emtiyaz Khan I am a team leader at the RIKEN center for Advanced Intelligence Project (AIP) in Tokyo where I lead the Approximate Bayesian Inference (ABI) Team. BrainChip Holdings Limited (BRN. Ilias Diakonikolas Christos Tzamos Ilias Diakonikolas and Christos Tzamos, two UW-Madison Computer Sciences professors, have earned the outstanding paper award at NeurIPS…. Distributional Reward Decomposition for Reinforcement Learning. ACM CHIL 2020 builds on the success of the ML4H Unconference, held in Toronto, and the Machine Learning for Health Workshop at NeurIPS, held in Vancouver. All such submissions violate our dual submission policy, and the organizers have the right to reject such submissions, and remove them from the proceedings. Subscribe: iTunes / Google Play / Spotify / RSS A few weeks ago at NeurIPS, Timnit joined us to discuss the ethics and fairness landscape in 2019. NeurIPS 2019 also introduced a mandatory abstract submission deadline, a week before final submissions are due. NeurIPS 2020. Learning High-dimensional Gaussian Graphical Models under Total Positivity without Adjustment of Tuning Parameters Y. Organizers might intention for bigger venues sooner or later, like conference facilities in locations like New Orleans and San Diego, which have capability of 30,000. Computer Vision, a part of Artificial Intelligence, aims at understanding and extracting low-/high-level information from images or videos, and its applications include autonomous driving, visual surveillance, humanoid robots, medical imaging. If there are additional conferences or workshops you think I should be paying attention too, please do let me know. Abridged in NeurIPS 2019, Deep Reinfoecement Learning Workshop. This year’s NEURIPS-2019 Vancouver conference recently concluded and featured a dozen papers on disentanglement in deep learning. What is simple intuition for humans is an extraordinary task for a machine, but AI researchers keep devising innovative new ways for machines to do things humans do naturally. Slides can be found here. My colleagues and I were excited to present Online Normalization at NeurIPS 2019. Other than the above, 4 papers in NeurIPS 2019 workshops. If you are attending NeurIPS 2019, please stop by to say hello and hear more about what we are doing! Full List of Accepted Papers. #6 university in the U. Derek Yang, Li Zhao, Zichuan Lin, Jiang Bian, Tao Qin, and Tie-yan Liu. Preprints can be found on the workshop page. 11/2019: Area chair for ICML 2020. Co-located in Silicon Valley, Seattle and Beijing, Baidu Research brings together top talents from around the world to. Professional Service Prof. Click on a triangle ( ) to expand areas or institutions. Part of: Advances in Neural Information Processing Systems 27 (NIPS 2014) Authors. 2019) Appointed as a Distinguished Lecturer for the IEEE Information Theory Society (2020-21) (Oct. IBM, Apple, and Facebook represent new tilt toward business for venerable AI conference. View publications by Yandex researchers. International Conference on Learning Representations (ICLR) 2020 Data-driven Estimation of Sinusoid Frequencies G. If you want to immerse yourself in the latest machine learning research developments, you need to follow NeurIPS. With almost 1500 accepted papers, there’s a lot of great work to sift through. Contact NeurIPS Sponsor Info Publications Future Meetings Diversity & Inclusion New in ML Code of Conduct About Us Press News Board 2019 Toggle navigation Dates. The following paper was accepted at ICLR 2020: Jacob Beck, Kamil Ciosek, Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, Katja Hofmann, "AMRL: Aggregated Memory For Reinforcement Learning" NeurIPS 2019. Unity 3d at neurips 2019. Assistant Professor. Showing 1-18 of 18 topics. Shuai Zhang's Homepage. Three papers in AAAI 2020. 6, 2020 – Breakthroughs in artificial intelligence (AI) that pave the way for autonomous driving. inzva is the sanctuary of Turkish hacker community. 2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics Update : 2019-10-22 Jackie Tseng , TCVIL Lab. A healthy child’s brain under development is capable of adding nearly 250,000 neurons every minute! At birth, a brain has almost all the neurons that it will ever have. Summary Space Engineers released. To Appear at 8th International Conference on Learning Representations, 2020. Short Bio Google Scholar Profile. Smoothing Structured Decomposable Circuits, In Advances in Neural Information Processing Systems 32 (NeurIPS), 2019. The brain continues to grow for a few years after a person is born and by the age of 2 years o. Best Paper Award. Two papers were accepted by ICML 2019. [09/2019] A book chapter on unsupervised domain adaptation in medical image segmentation is published. The short version of this paper was presented in NeurIPS 2019 Optimization Foundations of Reinforcement Learning Workshop, Vancouver, Canada. Organizers might intention for bigger venues sooner or later, like conference facilities in locations like New Orleans and San Diego, which have capability of 30,000. NeurIPS is THE premier machine learning conference in the world. The Conference. He serves as a reviewer for top journals (such as TPAMI, TIP, IJCV, TNNLS, TCSVT, CVIU, PR) and conferences (ICCV, CVPR, ECCV, NeurIPS) and is associate editor for Elsevier CVIU journal and, starting 2020, for IEEE Trans. 16 December 2019 adversarial machine learning, Xiao Zhang, NeurIPS, Saeed Mahloujifar, Mohammad Mahmoody. This review highlights many research areas covered at the NeurIPS 2019 conference recently held in Vancouver, Canada, and features many important areas of progress we expect to…. Use promo code CMHER to receive a 20 percent discount. WATOC 2020 attendees are asked to be aware of unauthorized offers to book hotel accommodations. My primary research interests lie at the intersection of Optimization and Machine Learning, with applications to healthcare and in particular to personalized medicine. NeurIPS 2019 in Review 24 Jan 2020. Whether the story of the 12-minutes it took registrations to sell out or the amazing demos played at the conference expo, they all marked a vibrating and fast-developing world for AI. PUBLICATIONS CODE DIRECTIONS. Dec 14, 2019 - Climate Change AI workshop held at NeurIPS 2019. Electronic Proceedings of the Neural Information Processing Systems Conference. chat Call for Papers. In 2020, she will lead the launch and roll-out of the Carceral Tech Resistance Network, a community archive and knowledge-sharing project that seeks to amplify the capacity of community organizations to resist the encroachment and experimentation of harmful technologies. More than 8,000 attendees are expected at the Annual Conference on Neural Information Processing Systems (NeurIPS) at the International Convention Centre Sydney. The NeurIPS 2019 Workshop on Learning Transferable Skills was organized to provide a forum to further accelerate research in this domain. The major machine-learning meeting, now known as NeurIPS, has faced increasing criticism over its name. NeurIPS is held to foster the exchange of research on neural information processing systems in their biological, technological, mathematical, and theoretical aspects. Visit our NeurIPS 2019 event page for more details on demos and scheduled booth events, and to learn more about Facebook at NeurIPS 2019. The brain continues to grow for a few years after a person is born and by the age of 2 years o. Professional Services. Vancouver Named NeurIPS 2019 & 2020 Host as Visa Issues Continue to Plague the AI Conference. Advances in Neural Information Processing Systems 32 (NIPS 2019) pre-proceedings. A new wave of intelligent computing, driven by recent advances in machine learning and cognitive algorithms coupled with process technology and new design methodologies, has the potential to usher unprecedented disruption in the way conventional computing solutions are designed and deployed. NeurIPS 2020 is again in Vancouver and 2021 will transfer to Sydney, in a bigger area than the Vancouver Convention Center. Learn more about the Uber AI Residency program and apply today!. “Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty”, Dan Hendrycks, Mantas Mazeika, Saurav Kadavath, Dawn Song, accepted to appear at Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, December 8-14, 2019. Following the conference, there are workshops which provide a less f. Army Research Laboratory (ARL). Pawan Kumar Linear Programming-based Submodular Extensions for Marginal Estimation. [01/2020] Paper on unpaired multi-modal learning with knowledge distillation is accepted to TMI. 2019/05/23: I will serve as an area chair for NeurIPS 2019. While not everyone agrees with Bengio’s approach (and it’s not clear which approach will work), the fact that these things are being discussed is a positive development. 10/2019: Honored to be one of NeurIPS 2019 top reviewers; 09/2019: Two papers accepted to NeurIPS 2019! 04/2019: I will be joining Adobe Research as Research Scientist! 04/2019: Our paper "Learning Latent Dynamics for Planning from Pixels" has been accepted to ICML 2019 taking place in Long Beach, California, USA. N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules* Shengchao Liu, Mehmet Furkan Demirel, Yingyu Liang. Application Deadline: Friday, January 31, 2020 at 5:00 p. Neural Information Processing Sytems (NeurIPS) 2012. I will join the Computer Science Department at Cornell University as an assistant professor in Fall 2020. Shiqing Ma, Yingqi Liu, Guanhong Tao, Wen-Chuan Lee, Xiangyu Zhang. Electronic Proceedings of Neural Information Processing Systems. 2019 Papers accepted in NeurIPS 2019 ! supervisor_account 08. In his 2019 NeurIPS keynote speech, deep learning pioneer Yoshua Bengio discussed system 2 deep learning, which aims to solve some of these fundamental problems. View NeurIPS bangalore meetup’s profile on LinkedIn, the world's largest professional community. “Zero-Shot Transfer Learning to Enhance Communication for Minimally Verbal Individuals with Autism using Naturalistic Data”. 8-14 in Vancouver, British Columbia, where it will return in 2020 before moving to Sydney, Australia in 2021. NeurIPS Workshop Co-Chair at NeurIPS 2019, Dec 9-14, 2019, Vancouver, BC. NeurIPS 2019, the latest incarnation of the Neural Information Processing Systems conference, wrapped up just over a week ago. How? See my notes! All ways to do it. Three papers have been accepted to AAAI 2020. Wei Wen, Hanxiao Liu, Hai Li, Yiran Chen, Gabriel Bender, Pieter-Jan Kindermans, “Neural Predictor for Neural Architecture Search”, preprint. Although there have been a series of studies on the self-organized structure of knowledge domains and their relationships [39, 48, 40, 5, 8, 7], creating rich, coherent, and quantitative. Use promo code CMHER to receive a 20 percent discount. 2019 ETH Medal and Fritz Kutter Award for Celestine Mendler-Dünner. In Advances in Neural Information Processing (NeurIPS), 2016. Following the success of previous AutoML challenges, we designed a new challenge series: AutoCV , AutoCV2 (EMCL PKDD 2019), AutoNLP , AutoSpeech and AutoWeakly and AutoDL, (NeurIPS 2019)! Read about the AutoCV challenge design. I will serve as an area chair for ICML-2020 and AISTATS-2020. For 2019, NeurIPS is taking place in Vancouver, British Columbia from Sunday, December 8 to Saturday, December 14, and is projected to attract over 15,000 attendees. Core Statistics and Machine Learning Publications. Our Distributed Multitask Reinforcement Learning with Quadratic Convergence NeurIPS 2018 paper proposes a highly scalable and efficient solution to solve multiple reinforcement learning problems simultaneously. International Conference on Learning Representations (ICLR), 2020. Computer Vision, a part of Artificial Intelligence, aims at understanding and extracting low-/high-level information from images or videos, and its applications include autonomous driving, visual surveillance, humanoid robots, medical imaging. ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials. ; December 12th, 2019 — Check out "Matroid-constrained approximately supermodular optimization for near-optimal actuator scheduling" at CDC 2019. Great overview of the highlights from NeurIPS 2019 Key trends from NeurIPS 2019 With 51 workshops, 1428 accepted papers, and 13k attendees, saying that NeurIPS is overwhelming is an understatement. Let’s hope they keep providing great events! The highlights of the conference are all tracked on the vibrant Twitter community calling out the best results and asking questions of dubious moments. Jan 2020: Give an invited talk at Physics Informed Machine Learning ! Nov 2019: Honored to serve as an Area Chair at ICML 2020! Oct 2019: Oral presentation on Physics-Informed Deep Learning for Turbulence Flow at NeurIPS ML4PS !. NeurIPS, One of the most celebrated AI Research conferences in the world, just concluded its 2019 edition. 深度学习浪潮下的自然语言处理,百度NeurIPS 2019展现领域新突破 此外,百度还将在领域权威会议EMNLP 2020中举办机器同传tutorial,就机器同传的. Yunsheng Bai, Hao Ding, Song Bian, …. We identified more than 70 NIPS-2019 papers that have code or data published. 11852 ; Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness Tianyu Pang, Kun Xu, Yinpeng Dong, Chao Du, Ning Chen, and Jun Zhu International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020. A Rule for Gradient Estimator Selection, with an Application to Variational Inference, AISTATS 2020 (with T. PhaseLink: A Deep Learning Approach to Seismic Phase Association Zachary Ross, Yisong Yue, Men-Andrin Meier, Egill Hauksson, Thomas Heaton Journal of Geophysical Research - Solid Earth, DOI:0. (ICLR 2020) Adaptive Negative Curvature Descent with Applications in Non-convex Optimization Mingrui Liu, Zhe Li, Xiaoyu Wang, Jinfeng Yi, Tianbao Yang. IJCAI-19 August 10-16, 2019, Macao, China. I received B. Rebooting AI argues, let's take stock of artificial intelligence, our goals and what useful AI would look like, and ask ourselves, How close to this does deep learning — and NeurIPS is the deep learning/neural network camp — really get us? The thesis basically is: It gets us down the road in some ways, but in a whole host of areas it doesn. As a Natural Language Processing. News Release 8-Jan-2020 AI for #MeToo: Training algorithms to spot online trolls New proof-of-concept project tracks evolving online conversations. [09/2019] Paper on domain generalization with meta learning accepted to NeurIPS'19, with a travel award. Sep-2018 Two papers. Unfortunately the dates clashed with T|TS 2019, which I am attending. Jinfeng Yi is a Director and Research Scientist at JD. I was previously an assistant professor in the School of Computer Science at Georgia Tech. [Jan, 2020] I was selected as an Aspiring PI Awardee to participate in 2020 Advancing Health Through Science Workshop hosted by the SCH Program at NSF, NIH and IHMS Laboratory, VA. In December 2019 it was Kaggle Days Tokyo were held for the first time in Japan and Machine Learning Tokyo organized a Deep Learning workshop for the event attendees. Wei Zhang 4 Papers; Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks (2019). I received B. AI experts and practitioners play a crucial role in driving the fundamental innovations around AI, as well as implementing existing AI solutions in different domains. Congrats, Ming Yin! A preprint will be released soon. of the 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020. No other research conference attracts a crowd of 6000+ people in one place - it is truly elite in its scope. Geon-Hyeong Kim, Youngsoo Jang, Jongmin Lee, Wonseok Jeon, Hongseok Yang, and Kee-Eung Kim. I am a doctoral candidate in Operations Research at the Massachusetts Institute of Technology, advised by Prof. The Neural Information Processing System Conference, or NIPS for short. The last newsletter of 2019 concludes with wish lists for NLP in 2020, news regarding popular NLP and Deep Learning libraries, highlights of NeurIPS 2019, some fun things with GPT-2. To appear in SIAM Review (SIREV), 2020. Weihua Hu*, Bowen Liu*, Joseph Gomes, Marinka Zitnik, Percy Liang, Vijay Pande, Jure Leskovec. [Jan, 2020] I was selected as an Aspiring PI Awardee to participate in 2020 Advancing Health Through Science Workshop hosted by the SCH Program at NSF, NIH and IHMS Laboratory, VA. Three new papers appearing at NeurIPS 2019! I am an Area Chair/SPC for AAAI 2018, AISTATS 2018, UAI 2018, NeurIPS 2018, AISTATS 2019, ICML 2019, UAI 2019, NeurIPS 2019, AAAI 2020, ICLR 2020. NeurIPS 2019, the latest incarnation of the Neural Information Processing Systems conference, wrapped up just over a week ago. Hi there, Anyone heading to the Neural Information Processing Systems (NeurIPS) 2018 conference in Montreal, CA, Dec. Professional Service Prof. PhD student, Department of Automation, Tsinghua University. I was especially intrigued by the New Directions Paper award and how it tackled the problem of generalization in deep learning. Reviewer @ ICML 2019, UAI 2019, NeurIPS 2019. It's ok to make a submission for as little as a single track and/or a single tier. A place to post details about interesting research problems you are working on, or new datasets that you are gathering. The Earth's climate is a highly complex, dynamic system. Among the attendees are Facebook researchers and engineers in AI, core data science, networking and infrastructure, augmented and virtual reality, and more. It took forever, but for the first time, I attended the largest and most prestigious machine learning conference, Neural Information Processing Systems (NeurIPS), held in Vancouver, Canada, from December 8-14. For my students at University of Oxford #AI #Cloud #Edge I did an analysis of neurips papers by theme based on the neurips 2019 schedule. Shiqing Ma, Yingqi Liu, Guanhong Tao, Wen-Chuan Lee, Xiangyu Zhang. [NeurIPS] Mingrui Zhang, Lin Chen, Hamed Hassani, Amin Karbasi, “Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback“, in NeurIPS 2019. In their NeurIPS paper, the thinking was that if these assumptions don't hold, users should consider whether relying on a CNN is the right path. Flattening a Hierarchical Clustering through Active Learning. This year, we had 6,743 submissions after filtering (down to 6,614 at notification time), amounting to more than 20,000 reviews written by more than…. 7 days ago. Neural Information Processing Sytems (NeurIPS) 2011. NeurIPS 2019 Meeting Dates The Thirty-third annual conference is held Sun Dec 8th through Sat the 14th, 2019 at Vancouver Convention Center. We identified more than 70 NIPS-2019 papers that have code or data published. Robustness to Adversarial Perturbations in Learning from Incomplete Data, Amir Najafi et al. Bonus Tasks Traffic4cast is a novel challenge that brings together several complementary fields from machine-learning and classical traffic research.