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26 Results
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Workshop
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Differentiable Approximations of Fair OWA Optimization My Dinh · James Kotary · Ferdinando Fioretto |
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Poster
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Thu 2:30 |
Smooth Tchebycheff Scalarization for Multi-Objective Optimization Xi Lin · Xiaoyuan Zhang · Zhiyuan Yang · Fei Liu · Zhenkun Wang · Qingfu Zhang |
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Poster
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Wed 4:30 |
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning Zhe Zhao · Pengkun Wang · HaiBin Wen · Wei Xu · LAI Song · Qingfu Zhang · Yang Wang |
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Poster
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Tue 4:30 |
Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization Nayeong Kim · Juwon Kang · Sungsoo Ahn · Jungseul Ok · Suha Kwak |
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Affinity Workshop
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When weighted sum perform well on multi-task learning María Carmen Aguirre · Gibran Fuentes-Pineda · Carlos Castellanos |
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Poster
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Thu 4:30 |
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization Deokjae Lee · Hyun Oh Song · Kyunghyun Cho |
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Poster
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Wed 2:30 |
Offline Multi-Objective Optimization Ke Xue · Rong-Xi Tan · Xiaobin Huang · Chao Qian |
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Poster
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Thu 2:30 |
BOtied: Multi-objective Bayesian optimization with tied multivariate ranks Ji Won Park · Natasa Tagasovska · Michael Maser · Stephen Ra · Kyunghyun Cho |
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Workshop
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Sat 0:45 |
BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL |
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Poster
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Thu 2:30 |
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm Giseung Park · woohyeon Byeon · Seongmin Kim · Elad Havakuk · Amir Leshem · Youngchul Sung |
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Poster
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Wed 2:30 |
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning Tianchen Zhou · Hairi · Haibo Yang · Jia (Kevin) Liu · Tian Tong · Fan Yang · Michinari Momma · Yan Gao |
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Poster
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Wed 4:30 |
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment Rui Yang · Xiaoman Pan · Feng Luo · Shuang Qiu · Han Zhong · Dong Yu · Jianshu Chen |