shblong

TAC16

A. Selivanov and E. Fridman, “Event-Triggered H-infinity Control: a Switching Approach,” IEEE Transactions on Automatic Control, vol. 61, no. 10, pp. 3221–3226, 2016.

Safe-Online-Learning-for-Gaussian-Processes

The code accompanies the publication "Feedback Linearization based on Gaussian Processes with event-triggered Online Learning" by Jonas Umlauft and Sandra Hirche published in IEEE Transactions on Automatic Control in 2020.

eventgrad

Event-Triggered Communication in Parallel Machine Learning

consensus-synchronization-of-MAS

consensus and synchronization algorithms of networked multi agent systems with event triggered communications

event-triggered-consensus

事件触发一致性及其对应的文献

Quant_CS

Code for the paper: Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors

neurips-1bCS

Code related to NeurIPS 2019 paper "Superset Technique for Approximate Recovery in One-Bit Compressed Sensing"

emoji-compress

A set of compressing and encoding algorithms that uses emoji instead of bits.

R1BCS

Robust one bit Bayesian Compressive Sensing with Sign Flip Errors

SNN

[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"

deep-gradient-compression

[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

decentralized-byzantine-RL

Experiments code for AAMAS'24 paper on "Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Convergence"

byzantine-gas

Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".

my-pbft-simulation-py

Network simulation for PBFT (Practical Byzantine Fault Tolerance) consensus algorithm in Python

FLAIR

Byzantine-robust Federated Learning

byzantine-robust-optimizer

Learning from history for Byzantine Robustness

Byzantine_AirComp

Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).

byzantine-robust-noniid-optimizer

Byzantine-resilient-distributed-learning

Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab

Garfield

System Support for Byzantine Machine Learning

ByzantineMomentum

Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)

blades

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

Practical-Byzantine-Fault-Tolerance-PBFT-

rr_with_compression_experiments_source_code

Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization

ElegantBook

Elegant LaTeX Template for Books

ElegantPaper

Elegant LaTeX Template for Working Papers

fedavgpy

On the Convergence of FedAvg on Non-IID Data

robust_byzantine

RSA-Byzantine

probabilistic-federated-neural-matching

Bayesian Nonparametric Federated Learning of Neural Networks