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46 Results
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Poster
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Wed 16:30 |
Federated Ensemble-Directed Offline Reinforcement Learning Desik Rengarajan · Nitin Ragothaman · Dileep Kalathil · Srinivas Shakkottai |
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Workshop
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Ensemble-based Offline Reinforcement Learning with Adaptive Behavior Cloning Danyang Wang · Lingsong Zhang |
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Workshop
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Sat 9:00 |
Multi-Teacher Distillation: An Ensemble-Then-Distill Approach Lili Mou |
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Poster
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Wed 11:00 |
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning Ruoqi Zhang · Ziwei Luo · Jens Sjölund · Thomas Schön · Per Mattsson |
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Poster
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Fri 11:00 |
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance Haiquan Lu · Xiaotian Liu · Yefan Zhou · Qunli Li · Kurt Keutzer · Michael Mahoney · Yujun Yan · Huanrui Yang · Yaoqing Yang |
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Poster
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Wed 16:30 |
Revisiting Ensembling in One-Shot Federated Learning Youssef Allouah · Akash Dhasade · Rachid Guerraoui · Nirupam Gupta · Anne-marie Kermarrec · Rafael Pinot · Rafael Pires · Rishi Sharma |
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Poster
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Wed 16:30 |
DOFEN: Deep Oblivious Forest ENsemble KuanYu Chen · Ping-Han Chiang · Hsin-Rung Chou · Chih-Sheng Chen · Tien-Hao Chang |
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Poster
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Thu 16:30 |
Continual learning with the neural tangent ensemble Ari Benjamin · Christian-Gernot Pehle · Kyle Daruwalla |
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Poster
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Wed 16:30 |
Improved Regret of Linear Ensemble Sampling Harin Lee · Min-hwan Oh |
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Poster
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Wed 11:00 |
Credal Deep Ensembles for Uncertainty Quantification Kaizheng Wang · Fabio Cuzzolin · Shireen Kudukkil Manchingal - · Keivan Shariatmadar · David Moens · Hans Hallez |
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Poster
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EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models Shangquan Sun · Wenqi Ren · Zikun Liu · Hyunhee Park · Rui Wang · Xiaochun Cao |
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Poster
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Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles Rui Duan · Mingjian Guang · Junli Wang · Chungang Yan · Hongda Qi · Wenkang Su · Can Tian · Haoran Yang |