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Affinity Event
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On Optimal Subgroup Definition for Bias Mitigation
Anissa Alloula · Daniel R McGowan · Bartlomiej Papiez
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Poster
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Wed 16:30
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Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel
Jialin Li · Marta Zagorowska · Giulia De Pasquale · Alisa Rupenyan · John Lygeros
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Poster
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Wed 16:30
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The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information
Diyuan Wu · Ionut-Vlad Modoranu · Mher Safaryan · Denis Kuznedelev · Dan Alistarh
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Poster
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Wed 11:00
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Pre-trained Gaussian Processes for Bayesian Optimization
Zi Wang · George Dahl · Kevin Swersky · Chansoo Lee · Zachary Nado · Justin Gilmer · Jasper Snoek · Zoubin Ghahramani
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Poster
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Thu 16:30
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Inexact Augmented Lagrangian Methods for Conic Optimization: Quadratic Growth and Linear Convergence
Feng-Yi Liao · Lijun Ding · Yang Zheng
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Expo Talk Panel
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Wed 13:00
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Industrial Applications of Distributional Preference Alignment of LLMs via Optimal Transport
Youssef Mroueh
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Invited Talk
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Fri 14:30
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How to optimize what matters most?
Rosalind Picard
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Poster
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Wed 16:30
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FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction
Feijie Wu · Xingchen Wang · Yaqing Wang · Tianci Liu · Lu Su · Jing Gao
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Oral
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Wed 15:30
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Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
Matthew Zurek · Yudong Chen
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Poster
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Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
Yang Dai · Oubo Ma · Longfei Zhang · Xingxing Liang · Shengchao Hu · Mengzhu Wang · Shouling Ji · Jincai Huang · Li Shen
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Poster
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Wed 16:30
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Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
Zih-Syuan Huang · Ching-pei Lee
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Poster
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Flatten Anything: Unsupervised Neural Surface Parameterization
Qijian Zhang · Junhui Hou · Wenping Wang · Ying He
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