Видео с ютуба Nonconvex Optimization

Quantum Algorithms for Nonconvex Optimization

Qi Zhang: Branch-and-Price for a Class of Nonconvex Mixed-Integer Nonlinear Programs

Andrea Montanari -Mean field methods in high-dimensional statistics and nonconvex optimization - 5/5

Worst-case complexity and optimality of methods for smooth optimization – P. Toint – ICM2018

ICML 2017 Tutorial: Recent Advances in Stochastic Convex and Non-Convex Optimization (audio fixed)

Global Nonconvex Constrained Optimization

On the Limits of Computation in Non-convex Optimization | Panos M. Pardalos

Learning Models from Data with Non-Convex Optimization

Zeroth Order Non-convex optimization with Dueling-Choice Bandits

Suvrit Sra: Lecture series on Aspects of Convex, Nonconvex, and Geometric Optimization (Lecture 1)

Nonconvex optimization by Gaussian smoothing and continuation with applications to image alignment

EUSIPCO 2020 Tutorial 1-3: Nonconvex Optimization for High-Dimensional Signal Estimation

WLT 2019: Chandra Nair - Non-convex optimization and multiuser information theory (Part 2)

Lecture 4 part 1: Centralized Nonconvex ML (basic definitions and special structures)

Particle Swarm Optimization on Non-Convex Function

Introduction to large-scale optimization - Part 2

NIPS 2016 Workshop on Nonconvex Optimization: Jean Lasserre (Moment-LP and Moment-SOS)

Trends in Large-scale Nonconvex Optimization

Day 1: Tutorial # 1 Non-Convex Optimization for Machine Learning (Prateek Jain)

TILOS HOT-AI Workshop: Accelerating Nonconvex Optimization via Online Learning with Aryan Mokhtari