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Poster
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Tue 8:45
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Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization
Yankun Huang · Qihang Lin
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Poster
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Thu 8:45
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Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization
Quanqi Hu · Dixian Zhu · Tianbao Yang
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Poster
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Wed 8:45
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Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
Minhak Song · Chulhee Yun
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Poster
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Thu 8:45
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Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing
Ziye Ma · Javad Lavaei · Somayeh Sojoudi
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Poster
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Thu 15:00
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Convergence of Adam Under Relaxed Assumptions
Haochuan Li · Alexander Rakhlin · Ali Jadbabaie
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Poster
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Wed 8:45
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Imbalanced Mixed Linear Regression
Pini Zilber · Boaz Nadler
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Poster
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Wed 8:45
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Geometric Analysis of Matrix Sensing over Graphs
Haixiang Zhang · Ying Chen · Javad Lavaei
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Poster
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Wed 15:00
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Convergence of Alternating Gradient Descent for Matrix Factorization
Rachel Ward · Tamara Kolda
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Poster
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Wed 15:00
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A Unified Framework for Rank-based Loss Minimization
Rufeng Xiao · Yuze Ge · Rujun Jiang · Yifan Yan
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Poster
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Thu 8:45
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Saddle-to-Saddle Dynamics in Diagonal Linear Networks
Scott Pesme · Nicolas Flammarion
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Workshop
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Large-scale Non-convex Stochastic Constrained Distributionally Robust Optimization
Qi Zhang · Shaofeng Zou · Yi Zhou · Lixin Shen · Ashley Prater-Bennette
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Poster
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Thu 15:00
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Closing the gap between the upper bound and lower bound of Adam's iteration complexity
Bohan Wang · Jingwen Fu · Huishuai Zhang · Nanning Zheng · Wei Chen
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