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Tutorial on Optimization for Machine Learning

Tutorial on Optimization for Machine Learning

This tutorial provides an introduction to the theory and practice of optimization for machine learning. Starting from the basics, Navid Azizan, postdoctoral scholar, Autonomous Systems Lab, will cover the fundamentals of convex optimization and iterative optimization algorithms, such as gradient descent (GD) and its popular variant, stochastic ...

stanford.edu2021年8月12日

Mathematical optimization Algorithms

Mathematical Optimization with MATLAB

Mathematical Optimization with MATLAB

alexanderstreet.com

2021年1月1日

Mathematical Modeling with Optimization, Part 1: From Problem Description to Mathematical Program

Mathematical Modeling with Optimization, Part 1: From Problem Description to Mathematical Program

2012年1月29日

Mathematical Modeling with Optimization, Part 2: Solver-Based Linear Programming

Mathematical Modeling with Optimization, Part 2: Solver-Based Linear Programming

2012年1月29日

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ML Optimization Methods and Techniques

ML Optimization Methods and Techniques

2020年12月1日

What Is Optimization Toolbox?

What Is Optimization Toolbox?

2020年10月14日

Code Optimization Techniques in Compiler Design

Code Optimization Techniques in Compiler Design

geeksforgeeks.org

已浏览 3500 次2022年10月20日

Mathematical optimization Applications

Mathematical Modeling with Optimization, Part 2: Solver-Based Linear Programming

Mathematical Modeling with Optimization, Part 2: Solver-Based Linear Programming

2012年1月29日

Optimization in MATLAB for Financial Applications

Optimization in MATLAB for Financial Applications

2013年8月21日

Mathematical Modeling with Optimization, Part 3: Problem-Based Mixed-Integer Linear Programming

Mathematical Modeling with Optimization, Part 3: Problem-Based Mixed-Integer Linear Programming

2017年8月31日