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51 Results
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Poster
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Thu 9:00 |
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction Samiul Alam · Luyang Liu · Ming Yan · Mi Zhang |
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Workshop
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Data-heterogeneity-aware Mixing for Decentralized Learning Yatin Dandi · Anastasiia Koloskova · Martin Jaggi · Sebastian Stich |
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Poster
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Thu 9:00 |
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) Washim Mondal · Mridul Agarwal · Vaneet Aggarwal · Satish Ukkusuri |
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Poster
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Wed 14:00 |
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness Dacheng Li · Hongyi Wang · Eric Xing · Hao Zhang |
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Poster
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Wed 9:00 |
Decentralized Training of Foundation Models in Heterogeneous Environments Binhang Yuan · Yongjun He · Jared Davis · Tianyi Zhang · Tri Dao · Beidi Chen · Percy Liang · Christopher Ré · Ce Zhang |
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Poster
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Tue 14:00 |
Gaussian Copula Embeddings Chien Lu · Jaakko Peltonen |
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Poster
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Thu 14:00 |
Mean Estimation with User-level Privacy under Data Heterogeneity Rachel Cummings · Vitaly Feldman · Audra McMillan · Kunal Talwar |
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Poster
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Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation Xiang Gu · Yucheng Yang · Wei Zeng · Jian Sun · Zongben Xu |
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Poster
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Wed 9:00 |
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks Hongjoon Ahn · Yongyi Yang · Quan Gan · Taesup Moon · David P Wipf |
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Poster
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Wed 14:00 |
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects Thanh Vinh Vo · Arnab Bhattacharyya · Young Lee · Tze-Yun Leong |
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Poster
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Tue 9:00 |
Subspace Recovery from Heterogeneous Data with Non-isotropic Noise John Duchi · Vitaly Feldman · Lunjia Hu · Kunal Talwar |
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Poster
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Wed 9:00 |
Beyond IID: data-driven decision-making in heterogeneous environments Omar Besbes · Will Ma · Omar Mouchtaki |