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jueduigangsi's Projects

abss icon abss

Code for my paper Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion

amath-515-code icon amath-515-code

Useful code such as proxgrad, FISTA,ADMM, coordinate descent (all for lasso) plus projection onto unit ball... from AMATH 515

ample icon ample

General Implementation of Approximate Message Passing

csnet icon csnet

The deep Learning network based on Compressive Sensing

csquantization icon csquantization

Research code repository for ongoing development of methods connecting quantization and compressed sensing.

cvx icon cvx

A MATLAB system for disciplined convex programming

fista icon fista

FISTA implementation in MATLAB

gefm icon gefm

Sparse signal recovery via generalized entropy function minimization

godec_plus icon godec_plus

The matlab code for the paper 'GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy'

mpgamp icon mpgamp

matching pursuit gamp, algorithm and experiments

mr-amp icon mr-amp

Multi-resolution approximate message passing algorithm for multi-resolution compressed sensing problem

onsager_deep_learning icon onsager_deep_learning

Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"

prmlt icon prmlt

Matlab code for algorithms in PRML book

rwt icon rwt

The Rice Wavelet Toolbox (RWT) is a collection of Matlab M-files and C MEX-files for 1D and 2D wavelet and filter bank design, analysis, and processing. The toolbox provides tools for denoising and interfaces directly with our Matlab code for wavelet domain hidden Markov models and wavelet regularized deconvolution.

state-of-the-art-result-for-machine-learning-problems icon state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

tree-hmm icon tree-hmm

Tree hidden Markov model for learning epigenetic states in multiple cell types

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