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Poster
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Thu 9:00
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On Infinite Separations Between Simple and Optimal Mechanisms
Alexandros Psomas · Ariel Schvartzman Cohenca · S. Weinberg
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Poster
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Thu 14:00
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The price of unfairness in linear bandits with biased feedback
Solenne Gaucher · Alexandra Carpentier · Christophe Giraud
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Poster
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Tue 9:00
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Understanding Deep Contrastive Learning via Coordinate-wise Optimization
Yuandong Tian
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Poster
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Thu 9:00
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Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update
Georgios Piliouras · Ryann Sim · Stratis Skoulakis
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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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Triangulation candidates for Bayesian optimization
Robert Gramacy · Annie Sauer · Nathan Wycoff
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Workshop
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EvoOpt: an MSA-guided, fully unsupervised sequence optimization pipeline for protein design
Hideki Yamaguchi · Yutaka Saito
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Poster
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Thu 9:00
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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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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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Wed 14:00
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Generalizing Bayesian Optimization with Decision-theoretic Entropies
Willie Neiswanger · Lantao Yu · Shengjia Zhao · Chenlin Meng · Stefano Ermon
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Workshop
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A Generalized Framework for Microstructural Optimization using Neural Networks
Saketh Sridhara · Aaditya Chandrasekhar · Krishnan Suresh
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Poster
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Wed 9:00
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MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning
Yao Lai · Yao Mu · Ping Luo
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