chokkyvista / daSVM
Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"
☆18Updated 10 years ago
Alternatives and similar repositories for daSVM:
Users that are interested in daSVM are comparing it to the libraries listed below
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 8 years ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 5 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
- MCMC, Differential Evolution Markov Chain, Ensemble Kalman filter, Approximate Bayesian Computing-Population Monte Carlo, and modeling av…☆36Updated 9 years ago
- Randomized Greedy Polynomial Chaos Expansions☆12Updated 5 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Updated last year
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆53Updated 6 years ago
- Nonlinear optimization for MATLAB.☆27Updated 4 years ago
- A lightweight MATLAB implementation of Bayesian Optimization for Hyperparamter optimization with or without constraints.☆19Updated 7 years ago
- Source code of the paper: Dang C., Xu, J. Unified reliability assessment for problems with low- to high-dimensional random inputs using t…☆10Updated 3 years ago
- Bayesian System IDentification☆28Updated 7 years ago
- An implementation of "ADMMBO, An ADMM Framework for Bayesian Optimization with Unknown Constraints''☆22Updated 5 years ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆14Updated 6 years ago
- Robust regularized Extreme Learning Machine (ELM) for regression using Iteratively Reweighted Least Squares (IRLS).☆33Updated 7 years ago
- MATLAB implementation of my Bayesian Optimization algorithms☆11Updated 7 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 4 years ago
- Here are articles, Matlab-codes, and documentations of Prediction Evolutionary Algorithm.☆13Updated 2 years ago
- ☆30Updated last year
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆21Updated 3 months ago
- [INTERSPEECH 2012] Feature Selection in High-Dimensional Classification☆19Updated 9 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆24Updated 4 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Updated 7 years ago
- Kernel Sparse Representation for Time Series Classification☆17Updated 10 years ago
- Gaussian Processes regression with gaussian kernel implementation.☆26Updated 10 years ago
- MATLAB codes for multilevel optimal transport☆25Updated 5 years ago
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆45Updated 10 years ago
- Sparse principal component analysis as a nonlinear eigenproblem☆17Updated 4 years ago
- Proximal Newton OPTimizer☆22Updated 10 years ago
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Updated 9 years ago
- This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear com…☆10Updated 4 months ago