wotaoyin / LargeScaleBookSlides
☆24Updated 2 years ago
Alternatives and similar repositories for LargeScaleBookSlides
Users that are interested in LargeScaleBookSlides are comparing it to the libraries listed below
Sorting:
- This package implements Riemannian subgradient methods for solving nonsmooth optimization problems over Stiefel manifold☆10Updated 4 years ago
- SuiteLasso: a MATLAB suite for regression problems with generalized Lasso regularizers☆20Updated 3 years ago
- MATLAB implementation of ManPG☆12Updated 2 years ago
- A Matlab library for solving optimization problems with forward-backward splitting☆39Updated 6 years ago
- The code for the paper <Simple algorithms for optimization on Riemannian manifolds with extra constraints>☆19Updated 6 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆41Updated 3 years ago
- This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit,…☆19Updated 9 years ago
- This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear com…☆10Updated 4 months ago
- Matrix Iteratively Reweighted Least Squares for low-rank matrix completion and estimation☆10Updated 4 years ago
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆21Updated 4 months ago
- Matrix Iteratively Reweighted Least Squares for low-rank matrix completion and estimation☆14Updated 3 years ago
- Material for the book Algorithmic Mathematics in Machine Learning☆11Updated 7 months ago
- Generic and efficient MATLAB solver for nonsmooth optimization problems☆27Updated 3 months ago
- Vector Approximate Message Passing (VAMP)☆8Updated 2 years ago
- Computing with Eigenvalue Distributions of Large Random Matrices of the Covariance Type☆14Updated 7 years ago
- A convex optimization course https://see.stanford.edu/Course/EE364A completed homework assignments☆53Updated 3 years ago
- Riemannian optimization on the symplectic Stiefel manifold☆13Updated 2 years ago
- Approximate Message Passing in Python☆71Updated 10 months ago
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆29Updated 2 months ago
- Matlab Notebook for visualizing random matrix theory results and their applications to machine learning☆119Updated 2 years ago
- AIMS South Africa Short Course on Optimization☆18Updated 6 months ago
- ☆31Updated last year
- Scaled Gradient Descent for Low-rank Matrix and Tensor Estimation☆28Updated 3 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 8 years ago
- YALL1: Your ALgorithms for L1☆12Updated 7 years ago
- Proximal Newton OPTimizer☆22Updated 10 years ago
- Matlab implementation of projected gradient descent☆19Updated 4 years ago
- Anderson accelerated Douglas-Rachford splitting☆29Updated 4 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Updated 9 years ago
- Companion codes for the paper "Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems", accepted by IEEE TAC☆11Updated 7 years ago