conftrace_

federated learning

1320 papers

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Also known as

FL

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

SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML 2023

Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023

Federated Adversarial Learning: A Framework with Convergence Analysis ICML 2023

Vertical Federated Graph Neural Network for Recommender System ICML 2023

The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023

Personalized Federated Learning under Mixture of Distributions ICML 2023

Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data ICML 2023

Doubly Adversarial Federated Bandits ICML 2023

FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023

Towards Unbiased Training in Federated Open-world Semi-supervised Learning ICML 2023

Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning IJCAI 2023

FedSampling: A Better Sampling Strategy for Federated Learning IJCAI 2023

Improving Heterogeneous Model Reuse by Density Estimation IJCAI 2023

Game-theoretic Mechanisms for Eliciting Accurate Information IJCAI 2023

Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion IJCAI 2023

Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data IJCAI 2023

A Survey of Federated Evaluation in Federated Learning IJCAI 2023

FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment IJCAI 2023

Modeling with Homophily Driven Heterogeneous Data in Gossip Learning IJCAI 2023

Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023

zPROBE: Zero Peek Robustness Checks for Federated Learning ICCV 2023

FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation ICCV 2023

Generative Gradient Inversion via Over-Parameterized Networks in Federated Learning ICCV 2023

Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation ICCV 2023

L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning ICCV 2023