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mrthat's Projects

fancl icon fancl

Q.Yao, J.T.Kwok, W.Zhong. Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code

fastrpca icon fastrpca

Matlab code for all variants of robust PCA and SPCP

flip-angle-design-toolbox icon flip-angle-design-toolbox

Tools for designing optimal flip angle schemes for hyperpolarized carbon-13 magnetic resonance spectroscopy

fmsmsnreg icon fmsmsnreg

:exclamation: This is a read-only mirror of the CRAN R package repository. FMsmsnReg — Regression Models with Finite Mixtures of Skew Heavy-Tailed Errors

gp_cholqr icon gp_cholqr

code for "Efficient Optimization for Sparse Gaussian Process Regression"

gpmat icon gpmat

Matlab implementations of Gaussian processes and other machine learning tools.

hdpstructure icon hdpstructure

Software for Bayesian nonparametric population structure analysis based on hierarchical Dirichlet processes.

icml10 icon icml10

MATLAB scripts to reproduce the results of our ICML 2010 paper

image-denoising icon image-denoising

The files used for my bachelor thesis: Total Variation image denoising from Poisson data: Split Bregman and Alternating Extragradient Methods

ipm3f icon ipm3f

Source code and data for the paper "Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction" accepted to NIPS'2012 and "Fast Max-Margin Matrix Factorization with Data Augmentation" accepted to ICML'2013

ivm icon ivm

MATLAB software for the Informative Vector Machine.

kbmf icon kbmf

Kernelized Bayesian Matrix Factorization

lda icon lda

Latent Dirichlet Allocation

libsvm-onevset icon libsvm-onevset

Extension of libSVM to support Open Set Recognitoin as described in "Toward Open Set Recognition", TPAMI July 2013

lrslibrary icon lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

matlisp icon matlisp

Matlisp, incorporating multiindex datastructures (tensor-branch).

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