Work

Stochastic Subgradient Method Converges on Tame Functions

Year: 2019

Type: article

Source: Foundations of Computational Mathematics

DOI: 10.1007/s10208-018-09409-5

Authors: Damek Davis, Dmitriy Drusvyatskiy, Sham Kakade, Jason D. Lee

Institutions: Cornell University, University of Washington, University of Southern California

Language: English

Topic: Optimization and Variational Analysis

Subfield: Computational Theory and Mathematics

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: National Science Foundation, Washington Research Foundation, Multidisciplinary University Research Initiative, Air Force Office of Scientific Research, Army Research Office

Awards: G1523888516, TRIPODS: Algorithms for Data Science: Complexity, Scalability, and Robustness., G2085922770, CAREER: Structure, Complexity, and Conditioning in Nonsmooth Optimization, G7142813775, G7452299184, G862988727

OpenAlex ID: W2798818710

FWCI: 16.3

Cites: 32

Cited by: 182

Related to: 10