Concept

TensorFlow

Related publications (89)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy

Nirupam Gupta

In this article, we study the problem of Byzantine fault-tolerance in a federated optimization setting, where there is a group of agents communicating with a centralized coordinator. We allow up to

f

Byzantine-faulty agents, which may not follow a prescr ...

Piscataway2023

TensorFlow

Graph Chatbot

Chat with Graph Search

Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search

Contextual Stochastic Bilevel Optimization

An exact mapping from ReLU networks to spiking neural networks

Validating Automatic Speech Recognition and Understanding for Pre-Filling Radar Labels-Increasing Safety While Reducing Air Traffic Controllers' Workload

Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy

ADAGRAD Avoids Saddle Points

Tensor network investigation of the hard-square model

Neural tensor contractions and the expressive power of deep neural quantum states

D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning

Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums

Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search

Validating Automatic Speech Recognition and Understanding for Pre-Filling Radar Labels-Increasing Safety While Reducing Air Traffic Controllers' Workload

ADAGRAD Avoids Saddle Points

Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy

An exact mapping from ReLU networks to spiking neural networks

Tensor network investigation of the hard-square model

Contextual Stochastic Bilevel Optimization

Neural tensor contractions and the expressive power of deep neural quantum states

Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums

D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning