Large-Scale Convex Optimization: Algorithms & Analyses via

Mathematics, Free Full-Text

An online convex optimization-based framework for convex bilevel

Large-Scale Nonlinear Optimization

Applications of optimization models for electricity distribution

Starting from where a first course in convex optimization leaves off, this text presents a unified analysis of first-order optimization methods –

Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators

High-dimensional Sampling Algorithms - Santosh Vempala - MLSS 2012

Convex Optimization Algorithms by Dimitri P. Bertsekas

Convex Optimization Algorithms

Evolutionary Reinforcement Learning: A Survey

Efficiency of Coordinate Descent Methods on Huge-Scale

Understanding optimization in deep learning by analyzing

This book, developed through class instruction at MIT over the last 15 years, provides an accessible, concise, and intuitive presentation of

Convex Optimization Algorithms

Large-Scale Convex Optimization: by Ryu, Ernest K.

Convex Optimization Algorithms by Dimitri P. Bertsekas