vinay-jayaram / MTlearning
Multi-task learning framework (see Jayaram et al. 2016) written in MATLAB. Python version is in pyMTL
☆14Updated 7 years ago
Alternatives and similar repositories for MTlearning:
Users that are interested in MTlearning are comparing it to the libraries listed below
- Yet ANother pattern recognition matlab toolbox☆36Updated 8 years ago
- Classification of SSVEP EEG trials using MDM with various distances and divergences☆9Updated 7 years ago
- Multivariate Dictionary Learning Algorithm☆23Updated last year
- [INTERSPEECH 2012] Feature Selection in High-Dimensional Classification☆19Updated 9 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 10 years ago
- Experiments on Self-Supervised Learning on EEG data☆18Updated 4 years ago
- Multi Task Learning Package for Matlab☆21Updated 5 years ago
- Multi-task feature learning☆15Updated 6 years ago
- Variable Selection and Task Grouping for Multi-Task Learning (VSTG-MTL)☆13Updated 5 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Updated 6 years ago
- A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis☆20Updated 7 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆23Updated 10 years ago
- Various SVM based methods for domain adaptation☆10Updated 9 years ago
- EasyMKL☆15Updated 6 years ago
- Implementation of the SimpleMKL algorithm (multiple kernel SVM)☆20Updated 10 years ago
- Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.☆11Updated 7 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13Updated 3 years ago
- Online Recursive Independent Component Analysis☆19Updated 7 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆11Updated 4 years ago
- EEG time-series data analysis including ERPs, time-frequency analysis, statistics and classification☆17Updated 6 years ago
- Kernel Methods Toolbox for Matlab/Octave☆52Updated 5 years ago
- Dimensionality reduction based on distance preservation to local mean for symmetric positive definite matrices☆10Updated 7 years ago
- code of the CVPR 2020 paper "Learning to Optimize on SPD Manifolds"☆13Updated 4 years ago
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)☆20Updated 6 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆47Updated last year
- Variational Bayesian Canonical Correlation Analysis☆30Updated 8 years ago
- M/EEG brain age benchmark paper☆27Updated 2 years ago
- A quickstart guide to tensor decomposition☆70Updated 2 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- Mutual Information functions for C and MATLAB☆142Updated 6 years ago