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Let's Make Block Coordinate Descent Go Fast 39:14
📺 Simons Institute for the Theory of Computing 👁️ 3,888 views

Parallel Coordinate Descent Methods For Big Data Optimization Information Guide

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#OR58: Peter Richtárik Plenary Talk, 'Introduction to Big Data Optimisation' News
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Latest News

Understanding Coordinate Descent News
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Parallel Algorithms for Nonlinear Optimization
Parallel Algorithms for Nonlinear Optimization
Let's Make Block Coordinate Descent Go Fast
Let's Make Block Coordinate Descent Go Fast
G.Calafiore. Introduction to first-order and coordinate-descent methods for convex optimization. P.3
G.Calafiore. Introduction to first-order and coordinate-descent methods for convex optimization. P.3
Levels of Optimization Part1 - Intro to Parallel Programming
Levels of Optimization Part1 - Intro to Parallel Programming
Intro to Gradient Descent || Optimizing High-Dimensional Equations
Intro to Gradient Descent || Optimizing High-Dimensional Equations
Lecture 23 (part 2): Coordinate descent method
Lecture 23 (part 2): Coordinate descent method
lecture 24: coordinate descent
lecture 24: coordinate descent
A block coordinate descent optimizer for classification problems exploiting convexity by Gulian
A block coordinate descent optimizer for classification problems exploiting convexity by Gulian
G.Calafiore. Introduction to first-order and coordinate-descent methods for convex optimization. P.2
G.Calafiore. Introduction to first-order and coordinate-descent methods for convex optimization. P.2
Lecture 23 (part 1): Coordinate descent method
Lecture 23 (part 1): Coordinate descent method
Lecture 25: Coordinate descent
Lecture 25: Coordinate descent

Detailed Analysis

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Last Updated: August 14, 2026

Final Thoughts

Information Peter Richtarik. Accelerated, Parallel and Proximal Coordinate Descent. 12.02.2014 Guide
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