niaohe / Convex-Optimization-CourseLinks
Repository for my convex optimization course.
☆54Updated 4 years ago
Alternatives and similar repositories for Convex-Optimization-Course
Users that are interested in Convex-Optimization-Course are comparing it to the libraries listed below
Sorting:
- Repository for my Big Data Optimization course☆35Updated 4 years ago
- ☆144Updated 3 months ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆243Updated 6 months ago
- A collection of papers and readings for non-convex optimization☆31Updated 6 years ago
- Visualization of numerical optimization algorithms☆92Updated 4 years ago
- ☆233Updated 2 years ago
- Course webpage for PGM, Spring 2019.☆76Updated 4 years ago
- ☆170Updated last year
- ☆67Updated 6 years ago
- EE227C (Spring 2018) Course page☆225Updated 4 years ago
- The Wasserstein Distance and Optimal Transport Map of Gaussian Processes☆53Updated 5 years ago
- ☆85Updated 4 years ago
- Benchmark for bi-level optimization solvers☆48Updated 3 months ago
- Materials for ORIE 7191: Topics in Optimization for Machine Learning☆45Updated 6 years ago
- LaTeX style file for the Journal of Machine Learning Research☆148Updated last year
- Matlab Notebook for visualizing random matrix theory results and their applications to machine learning☆126Updated 2 years ago
- Collect optimizer related papers, data, repositories☆97Updated 9 months ago
- Bi-level Optimization for Advanced Deep Learning☆47Updated 3 years ago
- MLSS2019 Tutorial on Bayesian Deep Learning☆93Updated 5 years ago
- 🌲 Stanford CS 228 - Probabilistic Graphical Models☆137Updated last year
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆49Updated 3 years ago
- 🌀 Stanford CS 228 - Probabilistic Graphical Models☆122Updated 6 years ago
- ☆103Updated 4 years ago
- Implementation of SVRG and SAGA optimization algorithms for deep learning topics.☆74Updated 4 years ago
- ☆143Updated 4 months ago
- ☆85Updated 2 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆176Updated 5 years ago
- Code for random Fourier features based on Rahimi and Recht's 2007 paper.☆57Updated 4 years ago
- jemdoc with MathJax support and more☆249Updated last year
- The collection of papers about combining deep learning and Bayesian nonparametrics☆121Updated 5 years ago