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23 Results
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Workshop
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Wall Street Tree Search: Risk-Aware Planning for Offline Reinforcement Learning Dan Elbaz · Gal Novik · Oren Salzman |
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Workshop
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Risk-aware Bayesian Reinforcement Learning for Cautious Exploration Rohan Mitta · Hosein Hasanbeig · Daniel Kroening · Alessandro Abate |
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Poster
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Wed 14:00 |
Probable Domain Generalization via Quantile Risk Minimization Cian Eastwood · Alexander Robey · Shashank Singh · Julius von Kügelgen · Hamed Hassani · George J. Pappas · Bernhard Schölkopf |
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Poster
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Module-Aware Optimization for Auxiliary Learning Hong Chen · Xin Wang · Yue Liu · Yuwei Zhou · Chaoyu Guan · Wenwu Zhu |
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Poster
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Tue 9:00 |
Optimal Binary Classification Beyond Accuracy Shashank Singh · Justin Khim |
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Workshop
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Preference-Aware Constrained Multi-Objective Bayesian Optimization For Analog Circuit Design Alaleh Ahmadianshalchi · Syrine Belakaria · Jana Doppa |
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Workshop
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Optimizing the Performative Risk under Weak Convexity Assumptions Yulai Zhao |
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Poster
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Thu 9:00 |
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk David Simchi-Levi · Zeyu Zheng · Feng Zhu |
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Workshop
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Preference-Aware Constrained Multi-Objective Bayesian Optimization Alaleh Ahmadianshalchi · Syrine Belakaria · Janardhan Rao Doppa |
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Expo Talk Panel
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Mon 13:00 |
Adapt and Optimize ML Models for Hardware-Aware AI Di Wu |
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Affinity Workshop
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Preference-Aware Constrained Multi-Objective Bayesian Optimization Alaleh Ahmadianshalchi · Syrine Belakaria · Janardhan Rao Doppa |
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Workshop
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A Stochastic Optimization Framework for Fair Risk Minimization Andrew Lowy · Sina Baharlouei · Rakesh Pavan · Meisam Razaviyayn · Ahmad Beirami |