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Poster
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Tue 8:45
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A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning
Nika Haghtalab · Michael Jordan · Eric Zhao
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Poster
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Tue 8:45
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Exponentially Convergent Algorithms for Supervised Matrix Factorization
Joowon Lee · Hanbaek Lyu · Weixin Yao
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Workshop
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Learning Multi-Objective Optimization Problem Through Online Learning
Chaosheng Dong · Yijia Wang · Bo Zeng
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Workshop
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AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design
Romain Lacombe · Khalid El-Awady
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Poster
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Thu 15:00
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Sample-efficient Multi-objective Molecular Optimization with GFlowNets
Yiheng Zhu · Jialu Wu · Chaowen Hu · Jiahuan Yan · kim hsieh · Tingjun Hou · Jian Wu
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Workshop
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AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization
Yunsheng Tian · Pavle Konakovic · Beichen Li · Ane Zuniga · Michael Foshey · Timothy Erps · Wojciech Matusik · Mina Konakovic Lukovic
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Poster
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Thu 8:45
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Distributional Pareto-Optimal Multi-Objective Reinforcement Learning
Xin-Qiang Cai · Pushi Zhang · Li Zhao · Jiang Bian · Masashi Sugiyama · Ashley Llorens
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Poster
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Wed 15:00
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Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning
Fan Feng · Sara Magliacane
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Poster
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Tue 15:15
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Hypervolume Maximization: A Geometric View of Pareto Set Learning
Xiaoyuan Zhang · Xi Lin · Bo Xue · Yifan Chen · Qingfu Zhang
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Poster
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Tue 8:45
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Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback
Han Shao · Lee Cohen · Avrim Blum · Yishay Mansour · Aadirupa Saha · Matthew Walter
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Poster
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Wed 8:45
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Federated Multi-Objective Learning
Haibo Yang · Zhuqing Liu · Jia Liu · Chaosheng Dong · Michinari Momma
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Poster
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Thu 15:00
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Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance
Lisha Chen · Heshan Fernando · Yiming Ying · Tianyi Chen
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