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Poster
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Tue 9:00
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Better Best of Both Worlds Bounds for Bandits with Switching Costs
Idan Amir · Guy Azov · Tomer Koren · Roi Livni
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Poster
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Thu 14:00
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A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
Songtao Lu · Siliang Zeng · Xiaodong Cui · Mark Squillante · Lior Horesh · Brian Kingsbury · Jia Liu · Mingyi Hong
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Workshop
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The Importance of Temperature in Multi-Task Optimization
David Mueller · Mark Dredze · Nicholas Andrews
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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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Workshop
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A Unified Framework to Understand Decentralized and Federated Optimization Algorithms: A Multi-Rate Feedback Control Perspective
xinwei zhang · Nicola Elia · Mingyi Hong
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Poster
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Tue 9:00
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Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds
Aritra Mitra · Arman Adibi · George J. Pappas · Hamed Hassani
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Poster
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Thu 14:00
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Near-Optimal Multi-Agent Learning for Safe Coverage Control
Manish Prajapat · Matteo Turchetta · Melanie Zeilinger · Andreas Krause
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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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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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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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Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors
Tom Savage · Nausheen Basha · Omar Matar · Antonio del Rio Chanona
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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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