diehl / Incremental-SVM-Learning-in-MATLAB
This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.
☆72Updated 13 years ago
Alternatives and similar repositories for Incremental-SVM-Learning-in-MATLAB:
Users that are interested in Incremental-SVM-Learning-in-MATLAB are comparing it to the libraries listed below
- Matlab codes for 2D Convolutional Neural Network☆48Updated 9 years ago
- IMTSL - Incremental and Multi-feature Tensor Subspace Learning☆35Updated 3 years ago
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 8 years ago
- Convolutional Deep Belief Networks with 'MATLAB','MEX','CUDA' versions☆35Updated 8 years ago
- A MATLAB implementation of Auto-Encoding Variational Bayes☆45Updated 8 years ago
- Image Classification using SVM, Neural Networks etc.☆14Updated 8 years ago
- MATLAB code of the paper "Sparse Representation and Least Squares-Based Classification in Face Recognition", EUSIPCO 2014☆16Updated 8 years ago
- One-Class SVM implementations for temporal segmentation of human activities☆54Updated 11 years ago
- Active learning toolbox for MATLAB☆46Updated 7 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆85Updated 2 years ago
- An implementation of SVM+☆26Updated 8 years ago
- Generative Adversarial Nets for Matlab☆36Updated 7 years ago
- ☆40Updated 8 years ago
- Convolutional Deep Belief Network (Honglak Lee's ICML paper)☆23Updated 8 years ago
- Robust regularized Extreme Learning Machine (ELM) for regression using Iteratively Reweighted Least Squares (IRLS).☆33Updated 7 years ago
- Matlab code for implementing Nonnegativity Constrained Autoencoder (NCAE) for Deep Learning.☆13Updated 9 years ago
- Yet ANother pattern recognition matlab toolbox☆36Updated 8 years ago
- A CNN practical focusing on image to image regression☆28Updated 8 years ago
- ☆76Updated 7 years ago
- Spectral Clustering for Complex Graphs☆39Updated 10 years ago
- Matlab code for all variants of robust PCA and SPCP☆119Updated 3 years ago
- code and data for the paper `Kernel Manifold Alignment for domain adaptation'☆19Updated 9 years ago
- Matlab Environment for Deep Architecture Learning☆109Updated 10 years ago
- this is a matlab toolbox of deep learning about sequences learning, object-oriented,including rnn, lstm and encoder decoder(sequences to…☆80Updated 8 years ago
- deep belief network toolbox written in Matlab, including algorithms of unsupervised feature learning, deep learning, and general machine …☆18Updated 11 years ago
- Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)☆43Updated 7 years ago
- Pattern Recognition Toolbox for MATLAB☆145Updated 5 years ago
- MATLAB Active Learning Toolbox for Remote Sensing☆29Updated 7 years ago
- A MATLAB project containing many popular / existing constrained clustering algorithms☆27Updated 6 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 10 years ago