Composite Difference-Max Programs for Modern Statistical Estimation Problems
Author:
Funder
National Science Foundation
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Theoretical Computer Science,Software
Link
https://epubs.siam.org/doi/pdf/10.1137/18M117337X
Reference41 articles.
1. Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity
2. On the convergence of the proximal algorithm for nonsmooth functions involving analytic features
3. Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods
4. An algorithm for the estimation of a regression function by continuous piecewise linear functions
5. The Łojasiewicz Inequality for Nonsmooth Subanalytic Functions with Applications to Subgradient Dynamical Systems
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