niaohe / Convex-Optimization-CourseLinks
Repository for my convex optimization course.
☆53Updated 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☆34Updated 4 years ago
- ☆139Updated 2 weeks ago
- A collection of papers and readings for non-convex optimization☆31Updated 6 years ago
- ☆101Updated 4 years ago
- Materials for ORIE 7191: Topics in Optimization for Machine Learning☆44Updated 6 years ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆242Updated 3 months ago
- ☆168Updated 10 months ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆73Updated 3 years ago
- ☆67Updated 6 years ago
- paper lists and information on mean-field theory of deep learning☆76Updated 6 years ago
- Material for the course Large-Scale Convex Optimisation at LTH, autumn 2020☆14Updated 4 years ago
- EE227C (Spring 2018) Course page☆224Updated 4 years ago
- ☆29Updated 2 years ago
- The Wasserstein Distance and Optimal Transport Map of Gaussian Processes☆52Updated 4 years ago
- Visualization of mean field and neural tangent kernel regime☆20Updated 10 months ago
- ☆227Updated 2 years ago
- [NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu …☆26Updated 3 years ago
- A python package of Zeroth-Order Optimization (ZOOpt)☆69Updated 2 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Updated 2 years ago
- Code for doubly stochastic gradients☆25Updated 10 years ago
- Code for random Fourier features based on Rahimi and Recht's 2007 paper.☆52Updated 4 years ago
- the public repo for stats205 scribe notes at Stanford University☆13Updated 3 years ago
- ☆49Updated 4 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networks☆49Updated 4 years ago
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆48Updated 3 years ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆86Updated last year
- Benchmark for bi-level optimization solvers☆46Updated last week
- ☆11Updated 4 years ago
- ☆31Updated 3 years ago