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55 Results
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Poster
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Wed 11:00 |
Distributional Preference Alignment of LLMs via Optimal Transport Igor Melnyk · Youssef Mroueh · Brian Belgodere · Mattia Rigotti · Apoorva Nitsure · Mikhail Yurochkin · Kristjan Greenewald · Jiri Navratil · Jarret Ross |
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Poster
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Thu 11:00 |
Geometric-Averaged Preference Optimization for Soft Preference Labels Hiroki Furuta · Kuang-Huei Lee · Shixiang (Shane) Gu · Yutaka Matsuo · Aleksandra Faust · Heiga Zen · Izzeddin Gur |
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Workshop
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Sat 10:15 |
Multi-Step Preference Optimization via Two-Player Markov Games Yongtao Wu · Luca Viano · Yihang Chen · Zhenyu Zhu · Quanquan Gu · Volkan Cevher |
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Workshop
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Multi-Step Preference Optimization via Two-Player Markov Games Yongtao Wu · Luca Viano · Yihang Chen · Zhenyu Zhu · Quanquan Gu · Volkan Cevher |
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Expo Talk Panel
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Wed 13:00 |
Industrial Applications of Distributional Preference Alignment of LLMs via Optimal Transport Youssef Mroueh |
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Poster
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Thu 11:00 |
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning Lisha Chen · A Saif · Yanning Shen · Tianyi Chen |
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Poster
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Thu 11:00 |
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization Rui Jiao · Xiangzhe Kong · Wenbing Huang · Yang Liu |
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Workshop
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Uncertainty-Penalized Direct Preference Optimization Sam Houliston · Alizée Pace · Alexander Immer · Gunnar Rätsch |
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Workshop
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Uncertainty-Penalized Direct Preference Optimization Sam Houliston · Alizée Pace · Alexander Immer · Gunnar Rätsch |
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Poster
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Thu 11:00 |
Iterative Reasoning Preference Optimization Richard Yuanzhe Pang · Weizhe Yuan · He He · Kyunghyun Cho · Sainbayar Sukhbaatar · Jason Weston |
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Poster
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Wed 11:00 |
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences Damien Ferbach · Quentin Bertrand · Joey Bose · Gauthier Gidel |
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Poster
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Fri 11:00 |
Group Robust Preference Optimization in Reward-free RLHF Shyam Sundhar Ramesh · Yifan Hu · Iason Chaimalas · Viraj Mehta · Pier Giuseppe Sessa · Haitham Bou Ammar · Ilija Bogunovic |