AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation
Farshid Varno, Marzie Saghayi, Laya Rafiee Sevyeri, Sharut Gupta, Stan Matwin, Mohammad Havaei
Topics & Concepts
Computer scienceConcept driftVariance (accounting)Stability (learning theory)Bandwidth (computing)Federated learningNorm (philosophy)Trust regionAdaptive learningData miningArtificial intelligenceAlgorithmMachine learningComputer networkData stream miningRADIUSLawPolitical scienceAccountingBusinessPrivacy-Preserving Technologies in DataStochastic Gradient Optimization TechniquesWireless Networks and Protocols