Pinned Repositories
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
ai-for-grant-writing
A curated list of resources for using LLMs to develop more competitive grant applications.
AMSGrad-Tensorflow
Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)
Channel-Estimation
Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018
fadapt-adaptive-filter
Adaptive filter algorithms package for Matlab
gradient-descent
A MATLAB package for numerous gradient descent optimization methods, such as Adam and RMSProp.
MatGPT
MATLAB app to access ChatGPT API from OpenAI
ORGFW
Code for paper "Efficient Projection-Free Online Methods with Stochastic Recursive Gradient"
S-FM-HSDM
Matlab code for the numerical tests of the paper: K. Slavakis. "The stochastic Fejér-monotone hybrid steepest descent method and the hierarchical RLS." IEEE Transactions on Signal Processing, vol. 67, no. 11, pp. 2868-2883, June 2019. (DOI: https://doi.org/10.1109/TSP.2019.2907257)
stochastic_optimization_comparison
Comparison of modern stochastic optimization algorithms.
Yunfeng-Hu's Repositories
Yunfeng-Hu/gradient-descent
A MATLAB package for numerous gradient descent optimization methods, such as Adam and RMSProp.
Yunfeng-Hu/S-FM-HSDM
Matlab code for the numerical tests of the paper: K. Slavakis. "The stochastic Fejér-monotone hybrid steepest descent method and the hierarchical RLS." IEEE Transactions on Signal Processing, vol. 67, no. 11, pp. 2868-2883, June 2019. (DOI: https://doi.org/10.1109/TSP.2019.2907257)
Yunfeng-Hu/stochastic_optimization_comparison
Comparison of modern stochastic optimization algorithms.
Yunfeng-Hu/Channel-Estimation
Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018
Yunfeng-Hu/fadapt-adaptive-filter
Adaptive filter algorithms package for Matlab
Yunfeng-Hu/MatGPT
MATLAB app to access ChatGPT API from OpenAI
Yunfeng-Hu/ORGFW
Code for paper "Efficient Projection-Free Online Methods with Stochastic Recursive Gradient"
Yunfeng-Hu/AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
Yunfeng-Hu/ai-for-grant-writing
A curated list of resources for using LLMs to develop more competitive grant applications.
Yunfeng-Hu/AMSGrad-Tensorflow
Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)
Yunfeng-Hu/CS_MoCo_LAB
Compressed Sensing and Motion Correction LAB: An MR acquisition and reconstruction system
Yunfeng-Hu/ekfukf
EKF/UKF toolbox for Matlab/Octave
Yunfeng-Hu/fast_log
A fast implementation of log() and exp()
Yunfeng-Hu/Filter-Gradient-Decent
In this paper, we propose Filter Gradient Decent (FGD), an efficient stochastic optimization algorithm that makes a consistent estimation of the local gradient by solving an adaptive filtering problem with different designs of filters.
Yunfeng-Hu/lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Yunfeng-Hu/manopt
Manopt, a Matlab toolbox for optimization on manifolds
Yunfeng-Hu/Fractional-Kalman-filter-algorithms
fractional Kalman filter algorithms source code for SISO fractional order systems, including: fractional extended Kalman filter (FEKF), fractional central Kalman filter (FCDKF), fractional unscented Kalman filter (FUKF) and fractional particle filter (FPF)
Yunfeng-Hu/Lpbox-ADMM
A generic optimization method for any integer programming problem
Yunfeng-Hu/Matlab_SIMO
Yunfeng-Hu/Maximum-Correntropy-Kalman-Filter
Maximum Correntropy Kalman Filter
Yunfeng-Hu/NSFC-application-template-latex
国家自然科学基金申请书正文（面上项目）LaTeX 模板（非官方）
Yunfeng-Hu/zeroSR1
Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm