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123 Results
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Poster
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Thu 18:30 |
Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality Yiping Lu · Haoxuan Chen · Jianfeng Lu · Lexing Ying · Jose Blanchet |
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Poster
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Wed 10:30 |
Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates Safa Alver · Doina Precup |
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Poster
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Thu 18:30 |
Gradient Matching for Domain Generalization Yuge Shi · Jeffrey Seely · Philip Torr · Siddharth N · Awni Hannun · Nicolas Usunier · Gabriel Synnaeve |
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Poster
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Mon 18:30 |
What Do We Mean by Generalization in Federated Learning? Honglin Yuan · Warren Morningstar · Lin Ning · Karan Singhal |
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Poster
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Mon 10:30 |
Eliminating Sharp Minima from SGD with Truncated Heavy-tailed Noise Xingyu Wang · Sewoong Oh · Chang-Han Rhee |
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Spotlight
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Wed 18:30 |
NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning Chun-Hao Chang · Rich Caruana · Anna Goldenberg |
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Poster
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Wed 18:30 |
NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning Chun-Hao Chang · Rich Caruana · Anna Goldenberg |
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Poster
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Tue 10:30 |
Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL Bogdan Mazoure · Ahmed Ahmed · R Devon Hjelm · Andrey Kolobov · Patrick MacAlpine |
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Poster
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Thu 10:30 |
Learning Curves for SGD on Structured Features Blake Bordelon · Cengiz Pehlevan |
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Spotlight
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Mon 2:30 |
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle · Sebastian Borgeaud · Jean-Baptiste Alayrac · Carl Doersch · Catalin Ionescu · Fengning Ding · Skanda Koppula · Daniel Zoran · Andrew Brock · Evan Shelhamer · Olivier Henaff · Matthew Botvinick · Andrew Zisserman · Oriol Vinyals · Joao Carreira |
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Poster
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Mon 2:30 |
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle · Sebastian Borgeaud · Jean-Baptiste Alayrac · Carl Doersch · Catalin Ionescu · Fengning Ding · Skanda Koppula · Daniel Zoran · Andrew Brock · Evan Shelhamer · Olivier Henaff · Matthew Botvinick · Andrew Zisserman · Oriol Vinyals · Joao Carreira |
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Poster
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Mon 18:30 |
Task Relatedness-Based Generalization Bounds for Meta Learning Jiechao Guan · Zhiwu Lu |