International Conference on Machine Learning (ICML) 2023

Schedule

Sunday, July 23

• EXPO TALK
• Learning Iconic Scenes with Differential Privacy
• 3:00 - 4:00 PM LT in Theater 320 Emaline
• Vojta Jina

Monday, July 24

• WORKSHOP
• LatinX in AI
• 8:00 AM - 6:00 PM LT in Meeting Room 315
• Tatiana Likhomanenko will participate in the mentoring hour during the workshop as a mentor.
• TUTORIAL
• Optimal Transport in Learning, Control, and Dynamical Systems
• 9:30 - 10:30 AM and 11:00 AM - 12:00 PM LT in Meeting Room 316 A-C
• Charlotte Bunne, Marco Cuturi

Tuesday, July 25

• POSTER
• NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
• 11:00 AM - 1:30 PM LT in Exhibit Hall 1 #231
• Jiatao Gu, Alex Trevithick, Kai-En Lin, Joshua M Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi
• POSTER
• The Monge Gap: A Regularizer to Learn All Transport Maps
• 11:00 AM - 1:30 PM LT in Exhibit Hall 1 #333
• Théo Uscidda, Marco Cuturi
• POSTER
• DUET: 2D Structured and Approximately Equivariant Representations
• 2:00 - 3:30 PM LT in Exhibit Hall 1 #235
• Xavi Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella
• POSTER
• Stabilizing Transformer Training by Preventing Attention Entropy Collapse
• 2:00 - 3:30 PM LT in Exhibit Hall 1 #503
• Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin, Dan Busbridge, Jason Ramapuram, Yizhe Zhang, Jiatao Gu, Joshua M Susskind
• POSTER
• Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps
• 2:00 - 3:30 PM LT in Exhibit Hall 1 #431
• Marco Cuturi, Michal Klein, Pierre Ablin
• ORAL PRESENTATION
• Generalization on the Unseen, Logic Reasoning and Degree Curriculum
• 6:50 PM LT in Meeting Room 316 A-C
• Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk

Wednesday, July 26

• POSTER
• UPSCALE: Unconstrained Channel Pruning
• 11:00 AM - 12:30 PM LT in Exhibit Hall 1 #729
• Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan
• POSTER
• Conformalization of Sparse Generalized Linear Models
• 11:00 AM - 12:30 PM LT in Exhibit Hall 1 #707
• Etash Guha, Eugene Ndiaye, Xiaoming Huo
• POSTER
• Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime
• 2:00 - 3:30 PM LT in Exhibit Hall 1 #801
• Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar
• POSTER
• Generalization on the Unseen, Logic Reasoning and Degree Curriculum
• 2:00 - 3:30 PM LT in Exhibit Hall 1 #433
• Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk
• SOCIAL
• Black in AI
• 5:45 - 7:30 PM LT in Meeting Room 313

Thursday, July 27

• POSTER
• Robustness in Multimodal Learning under Train-Test Modality Mismatch
• 10:30 AM - 12:00 PM LT in Exhibit Hall 1 #717
• Brandon McKinzie, Vaishaal Shankar, Joseph Cheng, Yinfei Yang, Jonathon Shlens, Alexander Toshev
• POSTER
• The Role of Entropy and Reconstruction for Multi-View Self-Supervised Learning
• 10:30 AM - 12:00 PM LT in Exhibit Hall 1 #220
• Borja Rodríguez Gálvez, Arno Blaas, Pau Rodriguez, Adam Golinski, Xavi Suau, Jason Ramapuram, Dan Busbridge, Luca Zappella
• POSTER
• Federated Online and Bandit Convex Optimization
• 10:30 AM - 12:00 PM LT in Exhibit Hall 1 #440
• Kumar Kshitij Patel, Lingxiao Wang, Aadirupa Saha, Nati Srebro
• POSTER
• From Robustness to Privacy and Back
• 1:30 - 3:00 PM LT in Exhibit Hall 1 #438
• Hilal Asi, Jonathan Ullman, Lydia Zakynthinou

Friday, July 28

• WORKSHOP
• Interpretable Machine Learning in Healthcare
• 9:00 AM - 5:00 PM LT in Ballroom C
• Agni Kumar is a co-organizer of this workshop.
• WORKSHOP
• Synergy of Scientific and Machine Learning Modeling
• 9:00 AM - 5:00 PM LT in Meeting Room 320
• Jörn-Henrik Jacobsen and Antoine Wehenkel are co-organizers of this workshop, Andrew C. Miller is an invited speaker/panelist for this workshop, and Tatiana Likhomanenko is a reviewer for this workshop.
• WORKSHOP
• Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators
• 9:00 AM - 5:00 PM LT in Meeting Room 310
• Marco Cuturi is a co-organizer of this workshop.
• WORKSHOP
• Knowledge and Logical Reasoning in the Era of Data-driven Learning
• 9:00 AM - 5:00 PM LT in Meeting Room 301
• Samy Bengio is an invited speaker
• WORKSHOP
• Women in Machine Learning
• 8:15 AM - 4:45 PM LT in Meeting Room 316C
• Rishika Agarwal and Ivy Zhang will host a roundtable on mentorships during the workshop.
• WORKSHOP
• Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities
• 9:00 AM - 5:00 PM LT in Meeting Room 311
• Jianyu Wang is a co-organizer of this workshop. Vojta Jina is an invited speaker.
• Accepted Paper: Population Expansion for Training Language Models with Private Federated Learning
• Tatsuki Koga, Congzheng Song, Martin Pelikan, Mona Chitnis
• Accepted Paper: Differentially Private Heavy Hitters using Federated Analytics
• Karan Chadha, Junye Chen, John Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar

Saturday, July 29

• WORKSHOP
• Indigenous in AI
• 9:00 AM - 5:00 PM LT in Meeting Room 316C
• This is a joint workshop with Queer in AI.
• Sinead Williamson is a co-organizer of this workshop.