chokkyvista / daSVMLinks
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
Sorting:
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 9 years ago
- Bayesian System IDentification☆27Updated 7 years ago
- An implementation of "ADMMBO, An ADMM Framework for Bayesian Optimization with Unknown Constraints''☆22Updated 6 years ago
- Parametric Gaussian Process Regression for Big Data (Matlab Version)☆24Updated 7 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆55Updated 7 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆34Updated 3 months ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆78Updated 3 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆67Updated 2 years ago
- Topics - Linear Regression, Logistic Regression, Regularization, Neural Networks, System Design, Support Vector Machines, Unsupervised Le…☆24Updated 7 years ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆75Updated 4 years ago
- A lightweight MATLAB implementation of Bayesian Optimization for Hyperparamter optimization with or without constraints.☆20Updated 8 years ago
- MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20☆224Updated 2 years ago
- Matlab implementation of the Bayesian Fuzzy Clustering algorithms. See related paper, doi: 10.1109/TFUZZ.2014.2370676☆25Updated 6 years ago
- Koopman Mode Decomposition☆74Updated 8 years ago
- Randomized Greedy Polynomial Chaos Expansions☆11Updated 6 years ago
- MATLAB Tensor Tools☆89Updated last week
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Updated 6 years ago
- Parametric Gaussian Process Regression for Big Data☆45Updated 5 years ago
- A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis☆20Updated 7 years ago
- Multi-task Gaussian Process☆44Updated 10 years ago
- MATLAB codes for multilevel optimal transport☆26Updated 6 years ago
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Updated 10 years ago
- Source files for our inverse optimization paper!☆20Updated 8 years ago
- Deep Gaussian Processes in matlab☆92Updated 4 years ago
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆44Updated 10 years ago
- simple MATLAB code for randomized matrix computation☆23Updated 10 years ago
- ☆33Updated 2 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆13Updated 5 years ago
- MCMC, Differential Evolution Markov Chain, Ensemble Kalman filter, Approximate Bayesian Computing-Population Monte Carlo, and modeling av…☆36Updated 10 years ago
- Examples/code for the alternating direction method of multipliers (ADMM)☆115Updated 10 years ago