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Poster
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Fri 11:00
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Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
Siyuan Xu · Minghui Zhu
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Poster
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Wed 11:00
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Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations
Alex Hägele · Elie Bakouch · Atli Kosson · Loubna Ben allal · Leandro Von Werra · Martin Jaggi
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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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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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Affinity Event
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Reducing Reasoning Costs - The Path of Optimization for Chain of Thought via Sparse Attention Mechanism
Libo Wang
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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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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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Fri 16:30
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Fairness in Social Influence Maximization via Optimal Transport
Shubham Chowdhary · Giulia De Pasquale · Nicolas Lanzetti · Ana-Andreea Stoica · Florian Dorfler
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Poster
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Wed 11:00
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Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization
Yuhang Cai · Jingfeng Wu · Song Mei · Michael Lindsey · Peter Bartlett
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Affinity Event
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Optimizing Cloud-Based Machine Learning Deployments
Kaustubha Vecham
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Affinity Event
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Heart Disease Prediction: A Comparative Study of Optimizers Performance in Deep Neural Networks.
chisom chibuike · Adeyinka Ogunsanya
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Affinity Event
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Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
Hyeonah Kim · Minsu Kim · Sanghyeok Choi · Jinkyoo Park
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