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