conftrace_
← Learning Paradigms
Machine Learning › Learning Paradigms ›

Federated Learning

894 papers

Papers per year

1
1
37
195
'10
'15
'20
'25

Papers

FedCC: Federated Learning with Consensus Confirmation for Byzantine Attack Resistance (Student Abstract) AAAI 2022
CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022
ActPerFL: Active Personalized Federated Learning ACL 2022
Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022
Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning AISTATS 2022
Parallel MCMC Without Embarrassing Failures AISTATS 2022
Federated Learning with Buffered Asynchronous Aggregation AISTATS 2022
Optimal Accounting of Differential Privacy via Characteristic Function AISTATS 2022
Privacy Amplification by Decentralization AISTATS 2022
QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning AISTATS 2022
Asynchronous Upper Confidence Bound Algorithms for Federated Linear Bandits AISTATS 2022
Federated Functional Gradient Boosting AISTATS 2022
Towards Federated Bayesian Network Structure Learning with Continuous Optimization AISTATS 2022
Sharp Bounds for Federated Averaging (Local SGD) and Continuous Perspective AISTATS 2022
Differentially Private Federated Learning on Heterogeneous Data AISTATS 2022
FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning AISTATS 2022
Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning CVPR 2022
Layer-Wised Model Aggregation for Personalized Federated Learning CVPR 2022
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers CVPR 2022
Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022
Federated Learning With Position-Aware Neurons CVPR 2022
FedDC: Federated Learning With Non-IID Data via Local Drift Decoupling and Correction CVPR 2022
RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning CVPR 2022
Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022
Federated Class-Incremental Learning CVPR 2022