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Workshop
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Random-subspace adaptive cubic regularisation method for nonconvex optimisation
Coralia Cartis · Zhen Shao
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Poster
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Tue 14:00
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A Nonconvex Framework for Structured Dynamic Covariance Recovery
Katherine Tsai · Mladen Kolar · Sanmi Koyejo
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Workshop
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TiAda: A Time-scale Adaptive Algorithm For Nonconvex Minimax Optimization
Xiang Li · Junchi YANG · Niao He
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Poster
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Wed 14:00
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Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality
Ilyas Fatkhullin · Jalal Etesami · Niao He · Negar Kiyavash
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Poster
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Tue 14:00
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BEER: Fast O(1/T)O(1/T) Rate for Decentralized Nonconvex Optimization with Communication Compression
Haoyu Zhao · Boyue Li · Zhize Li · Peter Richtarik · Yuejie Chi
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Poster
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Wed 14:00
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Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold
Can Yaras · Peng Wang · Zhihui Zhu · Laura Balzano · Qing Qu
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Poster
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Tue 9:00
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Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
Abhishek Roy · Krishnakumar Balasubramanian · Saeed Ghadimi
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