Concepedia

Martin Takáč

MT

59

Publications

4.6K

Citations

34

H-Index

2011

Active since

Affiliations

Lehigh University(Current)

University of Edinburgh

King Abdullah University of Science and Technology

Comenius University Bratislava

University of California, Berkeley

Martin Takáč is an author at Lehigh University specializing in computer science, engineering, and machine learning.

ORCID

Top concepts

Publications per year

2011–2024

59

Publications

59

Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

Peter Richtárik, Martin Takáč · Mathematical Programming · 2012 · 707 citations

, , +10

Parallel coordinate descent methods for big data optimization

Peter Richtárik, Martin Takáč · Mathematical Programming · 2015 · 370 citations · Full text

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

Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting

Jakub Konečný, Jie Liu, Peter Richtárik et al. · IEEE Journal of Selected Topics in Signal Processing · 2015 · 262 citations · Full text

A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory Optimization

Afshin Oroojlooyjadid, Mohammadreza Nazari, Lawrence Snyder et al. · Manufacturing & Service Operations Management · 2021 · 198 citations

, , +20

Rows per page

1–5 of 59