Poster
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Fri 11:00
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Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
Ipsita Ghosh · Abiy Tasissa · Christian Kümmerle
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Poster
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Thu 11:00
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Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization
Zhuanghua Liu · Luo Luo · Bryan Kian Hsiang Low
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Poster
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Wed 16:30
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Online Non-convex Learning in Dynamic Environments
Zhipan Xu · Lijun Zhang
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Poster
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Fri 16:30
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Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search
Qiujiang Jin · Ruichen Jiang · Aryan Mokhtari
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Poster
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Fri 16:30
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HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links
Haizhou Du · Yijian Chen · Ryan Yang · Yuchen Li · Linghe Kong
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Poster
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Fri 16:30
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Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks
Dmitry Kovalev · Ekaterina Borodich · Alexander Gasnikov · Dmitrii Feoktistov
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Workshop
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Learning Protocols for Non-Equilibrium Conformational Free-Energy Estimation Using Optimal Transport and Conditional Flow Matching
Lars Holdijk · Max Welling · Michael Bronstein
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Poster
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Wed 11:00
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Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
Sobihan Surendran · Adeline Fermanian · Antoine Godichon-Baggioni · Sylvain Le Corff
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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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Workshop
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Bayesian Optimization over Bounded Domains with Beta Product Kernels
Huy Hoang Nguyen · Han Zhou · Matthew Blaschko · Aleksei Tiulpin
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Poster
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Thu 16:30
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Accelerating Non-Maximum Suppression: A Graph Theory Perspective
King-Siong Si · Lu Sun · Weizhan Zhang · Tieliang Gong · Jiahao Wang · Jiang Liu · Hao Sun
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Poster
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Wed 16:30
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From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
Mohammad Pedramfar · Vaneet Aggarwal
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