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CHEN_QUN's Projects

reconstructing_memories icon reconstructing_memories

Code for "Bayesian reconstruction of memories stored in neural networks from their connectivity" https://arxiv.org/abs/2105.07416

rectangular_rie icon rectangular_rie

Code for reproducing the results in "Optimal denoising of rotationally invariant rectangular matrices"

regenie icon regenie

regenie is a C++ program for whole genome regression modelling of large genome-wide association studies.

replica_glm_orth.inv icon replica_glm_orth.inv

Python implementation of replica prediction for non-Bayes optimal GLM with orth.inv. matrices and arbitrary spectrum

reshaped-wirtinger-flow icon reshaped-wirtinger-flow

reshaped Wirtinger flow and Incremental reshaped Wirtinger flow for solving quadratic systems of equations

rl-restore icon rl-restore

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)

rnnwavefunctions icon rnnwavefunctions

A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations

robust-nets icon robust-nets

Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdonald, and M. Mรคrz (2020).

robust-pca-via-non-convex-half-quadratic-regularization icon robust-pca-via-non-convex-half-quadratic-regularization

In this paper, we propose a new non-convex regularization term named half-quadratic function to achieve robustness and sparseness for robust principal component analysis, and derive its proximity operator, indicating that the resultant optimization problem can be solved in computationally attractive manner.

rrkf.jl icon rrkf.jl

The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions

rsb icon rsb

Tools for finding replica bounds for the independence ratio of random regular graphs

rvamp icon rvamp

an experiment code for a submitted paper

rxjs icon rxjs

A reactive programming library for JavaScript

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