← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Federated Learning

1355 directly classified papers

Papers per year

Papers

Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023
DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023
Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework AAAI 2023
FedALA: Adaptive Local Aggregation for Personalized Federated Learning AAAI 2023
Industry-Scale Orchestrated Federated Learning for Drug Discovery AAAI 2023
A Federated Learning Monitoring Tool for Self-Driving Car Simulation (Student Abstract) AAAI 2023
MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract) AAAI 2023
Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning AAAI 2023
Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning AAAI 2023
DM²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching AAAI 2023
Clustered Federated Learning for Heterogeneous Data (Student Abstract) AAAI 2023
Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout AAAI 2023
Multimodal Deep Generative Models for Remote Medical Applications AAAI 2023
$\ell_p$-Regression in the Arbitrary Partition Model of Communication COLT 2023
Incentive-Boosted Federated Crowdsourcing AAAI 2023
FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability AAAI 2023
On the Vulnerability of Backdoor Defenses for Federated Learning AAAI 2023
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ACL 2023
Federated Learning of Gboard Language Models with Differential Privacy ACL 2023
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ACL 2023
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization EMNLP 2023
FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models EMNLP 2023
FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning EMNLP 2023
Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs EMNLP 2023
Coordinated Replay Sample Selection for Continual Federated Learning EMNLP 2023