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15 Results
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Poster
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Thu 15:00 |
Complexity of Derivative-Free Policy Optimization for Structured H∞ Control Xingang Guo · Darioush Keivan · Geir Dullerud · Peter Seiler · Bin Hu |
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Workshop
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Fri 7:00 |
DoG is SGD’s best friend: toward tuning-free stochastic optimization, Yair Carmon Yair Carmon |
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Workshop
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Quality-Diversity through AI Feedback Herbie Bradley · Andrew Dai · Hannah Teufel · Jenny Zhang · Koen Oostermeijer · Marco Bellagente · Jeff Clune · Kenneth Stanley · Grégory Schott · Joel Lehman |
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Poster
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Tue 8:45 |
DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method Ahmed Khaled · Konstantin Mishchenko · Chi Jin |
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Poster
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Wed 8:45 |
Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths Lars Holdijk · Yuanqi Du · Ferry Hooft · Priyank Jaini · Berend Ensing · Max Welling |
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Poster
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Thu 8:45 |
Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time Xiang Ji · Gen Li |
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Workshop
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Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs Zihan Zhou · Honghao Wei · Lei Ying |
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Poster
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Wed 15:00 |
Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives Yahong Yang · Haizhao Yang · Yang Xiang |
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Poster
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Tue 8:45 |
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick Lennert De Smet · Emanuele Sansone · Pedro Zuidberg Dos Martires |
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Poster
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Wed 15:00 |
Projection-Free Methods for Solving Nonconvex-Concave Saddle Point Problems Morteza Boroun · Erfan Yazdandoost Hamedani · Afrooz Jalilzadeh |
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Workshop
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Machine Learning Guided AQFEP: A Fast & Efficient Absolute Free Energy Perturbation Solution for Virtual Screening Jordan Crivelli-Decker · Zane Beckwith · Gary Tom · Ly Le · Sheenam Khuttan · Romelia Salomon-Ferrer · Jackson Beall · Andrea Bortolato |
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Poster
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Tue 8:45 |
Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem Jincheng Cao · Ruichen Jiang · Nazanin Abolfazli · Erfan Yazdandoost Hamedani · Aryan Mokhtari |