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Nonconvex Optimization for High-dimensional Learning: From ReLUs to Submodular Maximization
NIPS 2016 Workshop on Nonconvex Optimization: Suvrit Sra (Taming Nonconvexity via Geometry)
Can Non-Convex Optimization be Robust
JuMP-dev 2018 | EAGO: A Deterministic Nonconvex Optimization Package for Julia | Matthew Wilhelm
Nonconvex Minimax Optimization - Chi Ji
Suvrit Sra | Some non-convex optimization problems through a geometric lens
Nonconvex Optimization for High Dimensional Learning: From Phase Retrieval to Submodular Maximizatio
Comparing relaxations via volume for nonconvex optimization part 1
Stephen Wright: Nonconvex optimization in matrix optimization and distributionally robust optim...
Santosh Vempala (Gatech) -- Is There a Tractable (and Interesting) Theory of Nonconvex Optimization
Nonconvex optimization by Gaussian smoothing and continuation with applications to image alignment
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Last Updated: September 28, 2026
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Steve Wright, University of Wisconsin-Madison simons.berkeley.edu/talks/steve-wright-10-03-17 Fast Iterative Methods in ... Talk given at the University of Washington on 6/6/19 for the Physics Informed Machine Learning Workshop. Hosted by Nathan ... Meisam Razaviyayn (University of Southern California) ... Mahdi Soltanolkotabi, University of Southern California simons.berkeley.edu/talks/mahdi-soltanolkotabi-10-05-17 Fast ... Rong Ge (Duke University) simons.berkeley.edu/talks/can- Seminar on Theoretical Machine Learning Topic: Speaker: Suvrit Sra, MIT Title: Some Dr. Mahdi Soltanolkotabi University of Southern California *** Abstract: Many problems of contemporary interest in signal ... Title: Comparing relaxations via volume for Intersections between Control, Learning and Optimization 2020 " We investigate a well-known heuristic for
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