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Poster
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Thu 16:30
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Optimization-based Causal Estimation from Heterogeneous Environments
Mingzhang Yin · Yixin Wang · David Blei
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Workshop
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Active Learning for Energy-Based Antibody Optimization and Enhanced Screening
Kairi Furui · Masahito Ohue
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Poster
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Thu 11:00
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Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
Pengyu Chen · Xu Shi · Rujun Jiang · Jiulin Wang
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Workshop
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WOTAN: Weakly-supervised Optimal Transport Attention-based Noise Mitigation
Nathan Suri · Vinicius Mikuni · Benjamin Nachman
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Workshop
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Common Pitfalls of Margin-based Preference Optimization in Language Model Alignment
Hui Yuan · Yifan Zeng · Yue Wu · Huazheng Wang · Mengdi Wang · Liu Leqi
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Poster
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Wed 16:30
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Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction
Wei Jiang · Sifan Yang · Wenhao Yang · Lijun Zhang
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Poster
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ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization
Xiaoxing Wang · Xiaohan Qin · Xiaokang Yang · Junchi Yan
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Workshop
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LatentDE: Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design
Thanh Tran · Nhat Ngo · Viet Thanh Duy Nguyen · Truong Son Hy
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Workshop
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LatentDE: Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design
Thanh Tran · Nhat Khang Ngo · Viet Thanh Duy Nguyen · Truong Son Hy
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Poster
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Wed 16:30
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Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality
Audrey Huang · Nan Jiang
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Workshop
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Noise Stability Optimization for Finding Flat Minima: A Hessian-based Regularization Approach
Hongyang Zhang · Dongyue Li · Zhenshuo Zhang
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Poster
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Wed 16:30
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Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
Marvin Alles · Philip Becker-Ehmck · Patrick van der Smagt · Maximilian Karl
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