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Workshop
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Fri 7:04
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Poster Spotlight "Overfitting in Bayesian Optimization: an empirical study and early-stopping solution"
Huibin Shen · Anastasia Makarova
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Workshop
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Fri 7:06
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Poster Spotlight "Width transfer: on the (in)variance of width optimization"
Ting-Wu Chin
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Poster
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Mon 17:00
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Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation
Justin Fu · Sergey Levine
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Workshop
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OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation
Jongmin Lee · Wonseok Jeon · Byung-Jun Lee · Joelle Pineau · Kee-Eung Kim
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Poster
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Thu 9:00
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Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models
Zirui Wang · Yulia Tsvetkov · Orhan Firat · Yuan Cao
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Workshop
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Fri 14:10
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Improving Exploration in Policy Gradient Search: Application to Symbolic Optimization
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Spotlight
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Wed 12:38
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Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy
Akinori Ebihara · Taiki Miyagawa · Kazuyuki Sakurai · Hitoshi Imaoka
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Workshop
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Fri 9:25
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Optimizing for Human-centric AI in the Global South
Chinasa Okolo
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Poster
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Mon 17:00
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Personalized Federated Learning with First Order Model Optimization
Michael Zhang · Karan Sapra · Sanja Fidler · Serena Yeung · Jose M. Alvarez
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Workshop
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Fri 9:00
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Contributed Talk #2: Reward and Optimality Empowerments: Information-Theoretic Measures for Task Complexity in Deep Reinforcement Learning
Hiroki Furuta · Tatsuya Matsushima · Tadashi Kozuno · Yutaka Matsuo · Sergey Levine · Ofir Nachum · Shixiang Gu
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Workshop
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Fri 12:15
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A Bayesian Optimization Approach to Estimating Expected Match Time and Organ Quality in Kidney Exchange
Naveen Durvasula
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Workshop
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COMBO: Conservative Offline Model-Based Policy Optimization
Tianhe Yu · Aviral Kumar · Aravind Rajeswaran · Rafael Rafailov · Sergey Levine · Chelsea Finn
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