icml 2020

Shruti Tople, Amit Sharma, Aditya Nori, 21:00 – 21:45 PDT Wei Chen, Xiaoming Sun, Jialin Zhang, Zhijie Zhang, 16:00 – 16:45 PDT

2nd session: 22:00 – 22:45 PDT This year’s ICML conference attracted 4990 submissions out of which 1088 were accepted.

Co-organizers: Danielle Belgrave, Stephanie Hyland, Workshop on Learning in Artificial Open Worlds

2nd session: 18:00 – 18:45 PDT We have also compiled the list of top authors (anywhere or last) with the most papers in Figure 4. 2nd session: 20:00 – 20:45 PDT TaskNorm: Rethinking Batch Normalization for Meta-Learning Bin Dai, Ziyu Wang, David Wipf, 21:00 – 21:45 PDT NGBoost: Natural Gradient Boosting for Probabilistic Prediction

We will continue to post refined plans as we make decisions, in conjunction with other conferences.

Alleviating Privacy Attacks via Causal Learning

Kevin Hsieh, Amar Phanishayee, Onur Mutlu, Phillip Gibbons, 08:00 – 08:45 PDT ICML 2020 & COVID-19 (23 Mar 2020) ICML 2020 will be a virtual conference.

2nd session: 17:00 – 17:45 PDT

Pankaj Gulhane, Sivakanth Gopi, Janardhan Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin, 20:00 – 20:45 PDT Modern interface, high scalability, extensive features and … Chi Jin, Akshay Krishnamurthy, Max Simchowitz, Tiancheng Yu, 18:00 – 18:45 PDT

We have plans to enable most normal conference events virtually. Hadrien Hendrikx, Lin Xiao, Sebastien Bubeck, Francis Bach, Laurent Massoulié, 01:00 – 01:45 PDT

Optimization from Structured Samples for Coverage Functions Adaptive Estimator Selection for Off-Policy Evaluation Mapping Natural-language Problems to Formal-language Solutions Using Structured Neural Representations Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew Hausknecht, 21:00 – 21:45 PDT DROCC: Deep Robust One-Class Classification Invited Speaker: Marc-Alexandre Côté, Machine Learning for Global Health 2nd session: July 16 | 01:00 – 01:45 PDT Invited Speaker: Manik Varma, 1st Workshop on Language in Reinforcement Learning (LaReL) Kezhen Chen, Qiuyuan Huang, Hamid Palangi, Paul Smolensky, Ken Forbus, Jianfeng Gao, 18:00 – 18:45 PDT Together with 2 papers at NeurIPS 2019, this is a promising sign that VinAI is growing strong. Dipendra Misra, Mikael Henaff, Akshay Krishnamurthy, John Langford, 08:00 – 08:45 PDT 2nd session: 20:00 – 20:45 PDT Participants are encouraged to report any violations of the ICML code of conduct to the ICML Diversity and Inclusion chairs and the INNF workshop organizers. Detailed results are presented as below. Chiranjib Bhattacharyya, Ravindran Kannan, 08:00 – 08:45 PDT Kezhen Chen, Qiuyuan Huang, Hamid Palangi, Paul Smolensky, Ken Forbus, Jianfeng Gao, 06:00 – 06:45 PDT These 3 schools take the top spots in academic-only with CMU following in4th place.

Pankaj Gulhane, Sivakanth Gopi, Janardhan Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin, 08:00 – 08:45 PDT Florian Wenzel, Kevin Roth, Bastiaan S. Veeling, Jakub Swiatkowski, Linh Tran, Stephan Mandt, Jasper Snoek, Tim Salimans, Rodolphe Jenatton, Sebastian Nowozin, 01:00 – 01:45 PDT 2nd session: July 17 | 18:00 – 18:45 PDT

2nd session: 20:00 – 20:45 PDT Lijun Wu, Shufang Xie, Yingce Xia, Yang Fan, Jian-Huang Lai, Tao Qin, Tie-Yan Liu, 19:00 – 19:45 PDT Dipendra Misra, Mikael Henaff, Akshay Krishnamurthy, John Langford, 23:00 – 23:45 PDT Xiaoyu Chen, Kai Zheng, Zixin Zhou, Yunchang Yang, Wei Chen, Liwei Wang, 08:00 – 08:45 PDT

Marc Brockschmidt, 18:00 – 18:45 PDT Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan Liu, Queer in AI

Rupert Freeman, David Pennock, Charikleia Podimata, Jennifer Wortman Vaughan, 07:00 – 07:45 PDT An end-to-end approach for the verification problem: learning the right distance Optimization from Structured Samples for Coverage Functions

Differentially Private Set Union There are 494 institutions overall, 362 (73.3%) institutions associated with industry and 132 (26.7%) with academia.

2nd session: 22:00 – 22:45 PDT Sachin Goyal, Aditi Raghunathan, Moksh Jain, Harsha Vardhan Simhadri, Prateek Jain, 22:00 – 22:45 PDT

The Non-IID Data Quagmire of Decentralized Machine Learning Yang Zhao, Chunyuan Li, Ping Yu, Jianfeng Gao, Changyou Chen, 21:00 – 21:45 PDT

Chi Jin, Praneeth Netrapalli, Michael Jordan, 19:00 – 19:45 PDT Jakub Swiatkowski, Kevin Roth, Bastiaan S. Veeling, Linh Tran, Joshua V. Dillon, Stephan Mandt, Jasper Snoek, Tim Salimans, Rodolphe Jenatton, Sebastian Nowozin, 04:00 – 04:45 PDT Talk to our experts and learn more about our research and open opportunities.

TaskNorm: Rethinking Batch Normalization for Meta-Learning 2nd session: 21:00 – 21:45 PDT

Florian Wenzel, Kevin Roth, Bastiaan S. Veeling, Jakub Swiatkowski, Linh Tran, Stephan Mandt, Jasper Snoek, Tim Salimans, Rodolphe Jenatton, Sebastian Nowozin, 11:00 – 11:45 PDT Giuseppe Vietri, Borja de Balle Pigem, Akshay Krishnamurthy, Steven Wu, 20:00 – 20:45 PDT Yuda Song, Aditi Mavalankar, Wen Sun, Sicun Gao, 06:00 – 06:45 PDT

2nd session: July 17 | 04:00 – 04:45 PDT Alleviating Privacy Attacks via Causal Learning Differentially Private Set Union

Evangelia Gergatsouli, Brendan Lucier, Christos Tzamos, 18:00 – 18:45 PDT Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya Razenshteyn, Jerry Li, 07:00 – 07:45 PDT Bandits with Adversarial Scaling

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