federated learning

1320 papers

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Also known as

FCL FGL FL FL OR NULL FEDMD FEDA AFL PPFL PFL FEDDG FHGL

Co-occurring keywords

distributed learning (563) communication efficiency (297) model aggregation (156) differential privacy (1010) knowledge distillation (3680) data heterogeneity (112) non-iid datum (109) privacy preservation (376) model compression (3283) distributed optimization (275)

Papers

Whole brain radiomics for clustered federated personalization in brain tumor segmentation MIDL 2023

Federated Cross Learning for Medical Image Segmentation MIDL 2023

Federated Learning with Uncertainty via Distilled Predictive Distributions ACML 2023

Empirical Study of Federated Unlearning: Efficiency and Effectiveness ACML 2023

FedSysID: A Federated Approach to Sample-Efficient System Identification L4DC 2023

FLASH: Automating federated learning using CASH UAI 2023

Federated learning of models pre-trained on different features with consensus graphs UAI 2023

Lifelong bandit optimization: no prior and no regret UAI 2023

Fast Heterogeneous Federated Learning with Hybrid Client Selection UAI 2023

Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning UAI 2023

Personalized federated domain adaptation for item-to-item recommendation UAI 2023

Fed-LAMB: Layer-wise and Dimension-wise Locally Adaptive Federated Learning UAI 2023

FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings EACL 2023

Privacy-Preserving Natural Language Processing EACL 2023

A Federated Approach for Hate Speech Detection EACL 2023

Can 5th Generation Local Training Methods Support Client Sampling? Yes! AISTATS 2023

Alternating Projected SGD for Equality-constrained Bilevel Optimization AISTATS 2023

Federated Learning under Distributed Concept Drift AISTATS 2023

On Generalization of Decentralized Learning with Separable Data AISTATS 2023

Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023

A First Look into the Carbon Footprint of Federated Learning JMLR 2023

Patch-Based Privacy Preserving Neural Network for Vision Tasks WACV 2023

Federated Heavy Hitter Recovery under Linear Sketching ICML 2023

Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm ICML 2023

FeDXL: Provable Federated Learning for Deep X-Risk Optimization ICML 2023