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58 Results
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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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Tue 14:00 |
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization Tesi Xiao · Krishnakumar Balasubramanian · Saeed Ghadimi |
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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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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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Workshop
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Preference-Aware Constrained Multi-Objective Bayesian Optimization Alaleh Ahmadianshalchi · Syrine Belakaria · Janardhan Rao Doppa |
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Workshop
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The Importance of Temperature in Multi-Task Optimization David Mueller · Mark Dredze · Nicholas Andrews |
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Workshop
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A Unified Framework to Understand Decentralized and Federated Optimization Algorithms: A Multi-Rate Feedback Control Perspective xinwei zhang · Nicola Elia · Mingyi Hong |
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Poster
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Thu 14:00 |
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization Songtao Lu · Siliang Zeng · Xiaodong Cui · Mark Squillante · Lior Horesh · Brian Kingsbury · Jia Liu · Mingyi Hong |
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Poster
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Wed 9:00 |
Policy Optimization for Markov Games: Unified Framework and Faster Convergence Runyu Zhang · Qinghua Liu · Huan Wang · Caiming Xiong · Na Li · Yu Bai |
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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 |
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Poster
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Tue 9:00 |
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds Aritra Mitra · Arman Adibi · George J. Pappas · Hamed Hassani |
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Poster
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Thu 14:00 |
Near-Optimal Multi-Agent Learning for Safe Coverage Control Manish Prajapat · Matteo Turchetta · Melanie Zeilinger · Andreas Krause |