Pinned Repositories
0xDeCA10B
Decentralized & Collaborative AI on Blockchain
2dshapley
This is an official repository for "2D-Shapley: A Framework for Fragmented Data Valuation" (ICML2023).
A-Unified-Game-Theoretic-Interpretation-of-Adversarial-Robustness
The official implementation of A Unified Game-Theoretic Interpretation of Adversarial Robustness.
fair_flearn
Fair Resource Allocation in Federated Learning (ICLR '20)
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
FedMA
Code for Federated Learning with Matched Averaging, ICLR 2020.
FedMD
FedMD: Heterogenous Federated Learning via Model Distillation
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
Tzq2doc's Repositories
Tzq2doc/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
Tzq2doc/PacmanDQN
Deep Reinforcement Learning in Pac-man
Tzq2doc/DRL
Deep Reinforcement Learning
Tzq2doc/dialog_evaluation_CMADE
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation (ACL 2020)
Tzq2doc/FedBN
[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
Tzq2doc/torchMARL
pytorch实现的一些MARL算法
Tzq2doc/gym
A toolkit for developing and comparing reinforcement learning algorithms.
Tzq2doc/federated-learning-2
Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
Tzq2doc/Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
Tzq2doc/tianshou
An elegant PyTorch deep reinforcement learning platform.
Tzq2doc/NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study
Tzq2doc/ditto
Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
Tzq2doc/NDSS21-Model-Poisoning
Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"
Tzq2doc/mujoco-py
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
Tzq2doc/fedcon-ecmlpkdd2021
A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.
Tzq2doc/FLDRL-in-Wireless-Communication
Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication
Tzq2doc/FedDG-ELCFS
[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
Tzq2doc/FedMatch
This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
Tzq2doc/DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Tzq2doc/rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Tzq2doc/clustered-federated-learning
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
Tzq2doc/FEDL-INFOCOM
Federated Learning over Wireless Networks
Tzq2doc/fast_dist_shapley
Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)
Tzq2doc/GraphMIX
Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning
Tzq2doc/Federated_learning_with_differential_privacy
Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
Tzq2doc/DeepLearning
Tzq2doc/MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
Tzq2doc/ShapleyExplanationNetworks
Implementation of the paper "Shapley Explanation Networks"
Tzq2doc/DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Tzq2doc/VFL_paper_list
vertical federated learning paper lists