niaohe / Big-Data-Optimization-CourseLinks
Repository for my Big Data Optimization course
☆37Updated 5 years ago
Alternatives and similar repositories for Big-Data-Optimization-Course
Users that are interested in Big-Data-Optimization-Course are comparing it to the libraries listed below
Sorting:
- Repository for my convex optimization course.☆53Updated 5 years ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆248Updated 4 months ago
- ☆242Updated 3 years ago
- Matlab Notebook for visualizing random matrix theory results and their applications to machine learning☆135Updated 2 years ago
- ☆141Updated last month
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆137Updated last year
- ☆151Updated last week
- Materials for ORIE 7191: Topics in Optimization for Machine Learning☆46Updated 6 years ago
- 🌲 Stanford CS 228 - Probabilistic Graphical Models☆158Updated last year
- A collection of papers and readings for non-convex optimization☆31Updated 6 years ago
- CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning☆181Updated 4 years ago
- Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023☆200Updated 2 years ago
- Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms☆294Updated 2 years ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆226Updated last year
- ☆91Updated 2 years ago
- 🌀 Stanford CS 228 - Probabilistic Graphical Models☆123Updated 7 years ago
- Benchmark for bi-level optimization solvers☆50Updated 8 months ago
- PRML notes, proofs and algorithms implemented in Python☆40Updated last week
- EE227C (Spring 2018) Course page☆230Updated 4 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆35Updated 4 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆139Updated 3 years ago
- Repository for tutorial on Neural ODEs prepared for the UCL AI Society☆13Updated 4 years ago
- ☆212Updated 3 months ago
- Visualization of numerical optimization algorithms☆97Updated 5 years ago
- A python package of Zeroth-Order Optimization (ZOOpt)☆75Updated 3 years ago
- A course on imprecise probabilistic machine learning☆116Updated 3 weeks ago
- MLSS2019 Tutorial on Bayesian Deep Learning☆93Updated 6 years ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Updated 4 years ago
- ☆172Updated last year
- Example codes for the book Applied Stochastic Differential Equations☆205Updated 3 months ago