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131 Results
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Poster
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Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning Zihan Zhang · Yuhang Jiang · Yuan Zhou · Xiangyang Ji |
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Workshop
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Simultaneous alignment of cells and features of unpaired single-cell multi-omics datasets with co-optimal transport Pinar Demetci · Quang Huy TRAN · Ievgen Redko · Ritambhara Singh |
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Poster
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Wed 14:00 |
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine Ilker Demirel · Ahmet Alparslan Celik · Cem Tekin |
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Poster
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Thu 14:00 |
Supervising the Multi-Fidelity Race of Hyperparameter Configurations Martin Wistuba · Arlind Kadra · Josif Grabocka |
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Poster
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Tue 14:00 |
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits Kyoungseok Jang · Chicheng Zhang · Kwang-Sung Jun |
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Workshop
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Do Current Multi-Task Optimization Methods in Deep Learning Even Help? Derrick Xin · Behrooz Ghorbani · Dami Choi · Ankush Garg · Orhan Firat · Justin Gilmer |
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Poster
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Tue 14:00 |
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection GE ZHANG · Zhenyu Yang · Jia Wu · Jian Yang · Shan Xue · Hao Peng · Jianlin Su · Chuan Zhou · Quan Z. Sheng · Leman Akoglu · Charu Aggarwal |
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Workshop
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Elicitation Inference Optimization for Multi-Principal-Agent Alignment Andrew Konya · Yeping L Qiu · Michael Varga · Aviv Ovadya |
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Poster
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Tue 9:00 |
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport Zongsheng Cao · Qianqian Xu · Zhiyong Yang · Yuan He · Xiaochun Cao · Qingming Huang |
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Poster
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Wed 14:00 |
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games Chao Yu · Akash Velu · Eugene Vinitsky · Jiaxuan Gao · Yu Wang · Alexandre Bayen · YI WU |
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Poster
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Wed 14:00 |
In Defense of the Unitary Scalarization for Deep Multi-Task Learning Vitaly Kurin · Alessandro De Palma · Ilya Kostrikov · Shimon Whiteson · Pawan K Mudigonda |
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Poster
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Tue 9:00 |
Better Best of Both Worlds Bounds for Bandits with Switching Costs Idan Amir · Guy Azov · Tomer Koren · Roi Livni |