Graphical Convergence of Subgradients in Nonconvex Optimization and
Learning

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Graphical Convergence of Subgradients in Nonconvex Optimization and Learning

17 October 2018

Dmitriy Drusvyatskiy

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Papers citing "Graphical Convergence of Subgradients in Nonconvex Optimization and Learning"

14 / 14 papers shown

Title
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees A. Banerjee Qiaobo Li Yingxue Zhou 147 0 0 11 Jun 2024
Uniform Convergence of Gradients for Non-Convex Learning and Optimization Dylan J. Foster Ayush Sekhari Karthik Sridharan 82 68 0 25 Oct 2018
Stochastic model-based minimization under high-order growth Damek Davis Dmitriy Drusvyatskiy Kellie J. MacPhee 141 31 0 01 Jul 2018
Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions Mingrui Liu Xiaoxuan Zhang Lijun Zhang Rong Jin Tianbao Yang 78 25 0 11 May 2018
Stochastic subgradient method converges on tame functions Damek Davis Dmitriy Drusvyatskiy Sham Kakade Jason D. Lee 71 251 0 20 Apr 2018
Stochastic model-based minimization of weakly convex functions Damek Davis Dmitriy Drusvyatskiy 85 377 0 17 Mar 2018
Solving (most) of a set of quadratic equalities: Composite optimization for robust phase retrieval John C. Duchi Feng Ruan 60 168 0 05 May 2017
The Landscape of Empirical Risk for Non-convex Losses Song Mei Yu Bai Andrea Montanari 129 313 0 22 Jul 2016
Fast Rates for General Unbounded Loss Functions: from ERM to Generalized Bayes Peter Grünwald Nishant A. Mehta 203 72 0 01 May 2016
A vector-contraction inequality for Rademacher complexities Andreas Maurer 90 261 0 01 May 2016
Fast rates in statistical and online learning T. Erven Peter Grünwald Nishant A. Mehta Mark D. Reid Robert C. Williamson 199 109 0 09 Jul 2015
From Stochastic Mixability to Fast Rates Nishant A. Mehta Robert C. Williamson 81 15 0 14 Jun 2014
Concentration in unbounded metric spaces and algorithmic stability A. Kontorovich 118 55 0 04 Sep 2013
Optimistic Rates for Learning with a Smooth Loss Nathan Srebro Karthik Sridharan Ambuj Tewari 173 283 0 20 Sep 2010

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