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svrg

Here are 4 public repositories matching this topic...

hiroyuki-kasai / SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

machine-learning big-data optimization matlab linear-regression machine-learning-algorithms sgd classification logistic-regression gradient optimization-algorithms online-learning gradient-descent-algorithm variance-reduction stochastic-gradient-descent newtons-method stochastic-optimization-algorithms quasi-newton softmax-classification svrg

Updated May 11, 2023
MATLAB

CharlieDinh / FederatedLearningWithSVRG

The code in order to implement FedProx (ICPP 2020)

tensorflow sarah federated-learning svrg fedproxvr

Updated Nov 19, 2020
Python

amazon-science / mezo_svrg

Code the ICML 2024 paper: "Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models"

machine-learning deep-learning optimization machine-learning-algorithms language-model optimization-algorithms variance-reduction fine-tuning svrg zero-order-methods large-language-models llms llm-training

Updated Jun 25, 2024
Python

erfanloghmani / Convex-Optimization-Project

Project definition and implementations for Convex Optimization Course

classification logistic-regression notebooks newton-method natural-gradients svrg convex-optimization-algorithms

Updated Sep 28, 2020
HTML

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