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Intelligent agent

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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

Intelligent agent

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Learning Robust and Adaptive Representations: from Interactions, for Interactions

Model Predictive Control for Multi-Agent Systems under Limited Communication and Time-Varying Network Topology

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

Quantization for Decentralized Learning Under Subspace Constraints

A subcellular biochemical model for T6SS dynamics reveals winning competitive strategies

Alternation makes the adversary weaker in two-player games

A biohybrid interaction framework for the integration of robots in animal societies

Causal Influences over Social Learning Networks

Human-Robot Swarm Interaction: An Explorative Path to Foster Complex Systems Understanding

Learning From Heterogeneous Data Based on Social Interactions Over Graphs

Learning Robust and Adaptive Representations: from Interactions, for Interactions

Model Predictive Control for Multi-Agent Systems under Limited Communication and Time-Varying Network Topology

Quantization for Decentralized Learning Under Subspace Constraints

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

Alternation makes the adversary weaker in two-player games

A biohybrid interaction framework for the integration of robots in animal societies

Learning From Heterogeneous Data Based on Social Interactions Over Graphs

Human-Robot Swarm Interaction: An Explorative Path to Foster Complex Systems Understanding

A subcellular biochemical model for T6SS dynamics reveals winning competitive strategies

Causal Influences over Social Learning Networks