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knn-per Public
Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)
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streaming-fl Public
Official code for "Federated Learning for Data Streams" (AISTATS'23)
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FedEM Public
Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
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Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)
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FLSim Public
Forked from facebookresearch/FLSimFederated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such…
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EdgeML Public
Forked from microsoft/EdgeMLThis repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
C++ Other UpdatedOct 12, 2021 -
pFedHN Public
Forked from AvivSham/pFedHNOfficial code implementation for "Personalized Federated Learning using Hypernetworks"
Python UpdatedJun 9, 2021 -
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Neural_Nets_from_Scratch Public
Implementation of shallow dense neural networks from scratch
Python UpdatedDec 28, 2020 -
releasing-research-code Public
Forked from paperswithcode/releasing-research-codeTips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
MIT License UpdatedMay 31, 2020 -
FedProx Public
Forked from litian96/FedProxFederated Optimization in Heterogeneous Networks (MLSys '20)
Python UpdatedMay 4, 2020 -
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leaf Public
Forked from TalwalkarLab/leafLeaf: A Benchmark for Federated Settings
Python BSD 2-Clause "Simplified" License UpdatedMar 11, 2020 -
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Pedestrian_Detection Public
Implementation of Faster r-cnn on Penn-Fudan database
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Wasserstein-GAN Public
In this repository we explore Wasserstein gan with different archtectures and we apply them on different datasets
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The goal of the data challenge is to learn how to implement machine learning algorithms, gain understanding about them and adapt them to structural data. For this reason, we have chosen a sequence …
Jupyter Notebook UpdatedMar 29, 2019 -
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