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Workshop
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Neural Coarsening Process for Multi-level Graph Combinatorial Optimization
Hyeonah Kim · Minsu Kim · Changhyun Kwon · Jinkyoo Park
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Poster
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Thu 9:00
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Tractable Optimality in Episodic Latent MABs
Jeongyeol Kwon · Yonathan Efroni · Constantine Caramanis · Shie Mannor
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Workshop
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Multi-step Planning for Automated Hyperparameter Optimization with OptFormer
Lucio M Dery · Abram Friesen · Nando de Freitas · Marc'Aurelio Ranzato · Yutian Chen
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Workshop
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Surrogate-Assisted Evolutionary Multi-Objective Optimization for Hardware Design Space Exploration
Renzhi Chen · Ke Li
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Workshop
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Fri 12:00
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Surrogate-Assisted Evolutionary Multi-Objective Optimization for Hardware Design Space Exploration
Renzhi Chen
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Poster
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Tue 9:00
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On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond
Shiji Zhou · Wenpeng Zhang · Jiyan Jiang · Wenliang Zhong · Jinjie GU · Wenwu Zhu
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Poster
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Wed 9:00
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Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
Tianyuan Jin · Pan Xu · Xiaokui Xiao · Anima Anandkumar
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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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Poster
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Tue 9:00
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Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs
Shinji Ito · Taira Tsuchiya · Junya Honda
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Poster
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Tue 14:00
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Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning
Ruida Zhou · Tao Liu · Dileep Kalathil · P. R. Kumar · Chao Tian
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Workshop
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Multi-Objective GFlowNets
Moksh Jain · Sharath Chandra Raparthy · Alex Hernandez-Garcia · Jarrid Rector-Brooks · Yoshua Bengio · Santiago Miret · Emmanuel Bengio
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Poster
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Joint Entropy Search for Multi-Objective Bayesian Optimization
Ben Tu · Axel Gandy · Nikolas Kantas · Behrang Shafei
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