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330 Results
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Spotlight
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Thu 11:55 |
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation Peter Richtarik · Igor Sokolov · Elnur Gasanov · Ilyas Fatkhullin · Zhize Li · Eduard Gorbunov |
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Spotlight
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Wed 8:55 |
SE(3) Equivariant Graph Neural Networks with Complete Local Frames weitao du · He Zhang · Yuanqi Du · Qi Meng · Wei Chen · Nanning Zheng · Bin Shao · Tie-Yan Liu |
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Spotlight
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Wed 8:25 |
Understanding Contrastive Learning Requires Incorporating Inductive Biases Nikunj Umesh Saunshi · Jordan Ash · Surbhi Goel · Dipendra Kumar Misra · Cyril Zhang · Sanjeev Arora · Sham Kakade · Akshay Krishnamurthy |
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Poster
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Wed 15:30 |
Understanding Contrastive Learning Requires Incorporating Inductive Biases Nikunj Umesh Saunshi · Jordan Ash · Surbhi Goel · Dipendra Kumar Misra · Cyril Zhang · Sanjeev Arora · Sham Kakade · Akshay Krishnamurthy |
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Poster
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Tue 15:30 |
Learning Mixtures of Linear Dynamical Systems Yanxi Chen · H. Vincent Poor |
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Oral
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Tue 10:30 |
Learning Mixtures of Linear Dynamical Systems Yanxi Chen · H. Vincent Poor |
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Poster
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Wed 15:30 |
Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points Yi Wang · Zhiren Wang |
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Spotlight
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Wed 14:50 |
Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points Yi Wang · Zhiren Wang |
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Spotlight
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Thu 8:45 |
Nyström Kernel Mean Embeddings Antoine Chatalic · Nicolas Schreuder · Lorenzo Rosasco · Alessandro Rudi |
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Poster
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Thu 15:00 |
Nyström Kernel Mean Embeddings Antoine Chatalic · Nicolas Schreuder · Lorenzo Rosasco · Alessandro Rudi |
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Poster
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Wed 15:30 |
Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning Alberto Bietti · Chen-Yu Wei · Miroslav Dudik · John Langford · Steven Wu |
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Spotlight
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Wed 8:00 |
Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning Alberto Bietti · Chen-Yu Wei · Miroslav Dudik · John Langford · Steven Wu |