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57 Results
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Poster
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Wed 11:00 |
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning Yujie Zhao · Jose Aguilar Escamilla · Weyl Lu · Huazheng Wang |
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Poster
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Thu 11:00 |
Risk-sensitive control as inference with Rényi divergence Kaito Ito · Kenji Kashima |
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Poster
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Thu 11:00 |
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees Dohyeong Kim · Taehyun Cho · Seungyub Han · Hojun Chung · Kyungjae Lee · Songhwai Oh |
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Poster
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Wed 16:30 |
Risk-Averse Fine-tuning of Large Language Models Sapana Chaudhary · Ujwal Dinesha · Dileep Kalathil · Srinivas Shakkottai |
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Poster
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Wed 11:00 |
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms Elizabeth Collins-Woodfin · Inbar Seroussi · Begoña García Malaxechebarría · Andrew W. Mackenzie · Elliot Paquette · Courtney Paquette |
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Poster
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Thu 16:30 |
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs Seungju Han · Kavel Rao · Allyson Ettinger · Liwei Jiang · Bill Yuchen Lin · Nathan Lambert · Yejin Choi · Nouha Dziri |
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Affinity Event
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Alzheimer's Disease Risk Prediction using Radiomics and Interpretable ML Louise Bloch · Christoph M. Friedrich |
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Poster
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Wed 11:00 |
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models Kaican Li · Weiyan XIE · Yongxiang Huang · Didan Deng · Lanqing Hong · Zhenguo Li · Ricardo Silva · Nevin L. Zhang |
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Poster
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Fri 11:00 |
Evaluating language models as risk scores André F. Cruz · Moritz Hardt · Celestine Mendler-Dünner |
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Poster
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Wed 16:30 |
Localized Adaptive Risk Control Matteo Zecchin · Osvaldo Simeone |
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Poster
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Wed 11:00 |
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms Firas Trabelsi · David Vilar · Mara Finkelstein · Markus Freitag |
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Poster
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Fri 11:00 |
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence Rakshit Trivedi · Akbir Khan · Jesse Clifton · Lewis Hammond · Edgar Duenez-Guzman · Dipam Chakraborty · John Agapiou · Jayd Matyas · Sasha Vezhnevets · Barna Pásztor · Yunke Ao · Omar G. Younis · Jiawei Huang · Benjamin Swain · Haoyuan Qin · Deng · Ziwei Deng · Utku Erdoğanaras · Yue Zhao · Marko Tesic · Natasha Jaques · Jakob Foerster · Vincent Conitzer · José Hernández-Orallo · Dylan Hadfield-Menell · Joel Leibo |