Concepedia

Katya Scheinberg

KS

59

Publications

4.5K

Citations

35

H-Index

1996

Active since

Affiliations

Lehigh University(Current)

Columbia University

IBM (United States)

Cornell University

IBM Research - Thomas J. Watson Research Center

Katya Scheinberg is an author at Lehigh University specializing in engineering, mathematical programming, and approximation theory.

Top concepts

EngineeringMathematical ProgrammingComputer ScienceApproximation TheoryMachine LearningNumerical AnalysisStochastic OptimizationInverse ProblemsConvex OptimizationUncertainty Quantification

Publications per year

1996–2023

59

Publications

59

Efficient svm training using low-rank kernel representations

Shai Fine, Katya Scheinberg · 2002 · 592 citations

SARAH: A Novel Method for Machine Learning Problems Using Stochastic\n Recursive Gradient

Lam M. Nguyen, Jie Liu, Katya Scheinberg et al. · arXiv (Cornell University) · 2017 · 267 citations · Full text

Recent progress in unconstrained nonlinear optimization without derivatives

Andrew R. Conn, Katya Scheinberg, Philippe L. Toint · Mathematical Programming · 1997 · 254 citations

Nondifferentiable Optimization, Recent Progress, Nonlinear Optimization +1

Fast alternating linearization methods for minimizing the sum of two convex functions

Donald Goldfarb, Shiqian Ma, Katya Scheinberg · Mathematical Programming · 2012 · 243 citations

Mathematical Programming, Conic Optimization, Numerical Analysis +10

Global Convergence of General Derivative-Free Trust-Region Algorithms to First- and Second-Order Critical Points

Andrew R. Conn, Katya Scheinberg, L. N. Vicente · SIAM Journal on Optimization · 2009 · 212 citations

Mathematical Programming, Numerical Analysis, Large-scale Global Optimization +14

Rows per page

1–5 of 59