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Poster
Wed 8:30 A Bayesian Model for Online Activity Sample Sizes
Thomas Richardson · Yu Liu · James McQueen · Doug Hains
Poster
Tue 1:00 Lagrangian manifold Monte Carlo on Monge patches
Marcelo Hartmann · Mark Girolami · Arto Klami
Poster
Wed 3:30 Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees
Kentaro Kanamori · Takuya Takagi · Ken Kobayashi · Yuichi Ike
Poster
Mon 4:30 Robustness and Reliability When Training With Noisy Labels
Amanda Olmin · Fredrik Lindsten
Oral
Wed 1:30 A general class of surrogate functions for stable and efficient reinforcement learning
Sharan Vaswani · Olivier Bachem · Simone Totaro · Robert Müller · Shivam Garg · Matthieu Geist · Marlos C. Machado · Pablo Samuel Castro · Nicolas Le Roux
Poster
Wed 3:30 A Spectral Perspective of DNN Robustness to Label Noise
Oshrat Bar · Amnon Drory · Raja Giryes
Poster
Wed 8:30 On the Assumptions of Synthetic Control Methods
Claudia Shi · Dhanya Sridhar · Vishal Misra · David Blei
Poster
Wed 8:30 Hardness of Learning a Single Neuron with Adversarial Label Noise
Ilias Diakonikolas · Daniel Kane · Pasin Manurangsi · Lisheng Ren
Poster
Mon 10:15 Federated Learning with Buffered Asynchronous Aggregation
John Nguyen · Kshitiz Malik · Hongyuan Zhan · Ashkan Yousefpour · Mike Rabbat · Mani Malek · Dzmitry Huba
Poster
Wed 8:30 An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization
Elan Rosenfeld · Pradeep Ravikumar · Andrej Risteski
Poster
Wed 3:30 Marginalized Operators for Off-policy Reinforcement Learning
Yunhao Tang · Mark Rowland · Remi Munos · Michal Valko
Poster
Mon 10:15 Nearly Optimal Algorithms for Level Set Estimation
Blake Mason · Lalit Jain · Subhojyoti Mukherjee · Romain Camilleri · Kevin Jamieson · Robert Nowak