federated learning

ATPFL: Automatic Trajectory Prediction Model Design Under Federated Learning Framework CVPR 2022 Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage CVPR 2022 A Unified Analysis of Federated Learning with Arbitrary Client Participation NeurIPS 2022 Avoid Overfitting User Specific Information in Federated Keyword Spotting Interspeech 2022 Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling EMNLP 2022 Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning AISTATS 2022 Bayesian federated estimation of causal effects from observational data UAI 2022 Bayesian Framework for Gradient Leakage ICLR 2022 BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression NeurIPS 2022 Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization ICML 2022 Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation IJCAI 2022 Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing ICLR 2022 Byzantine-tolerant federated Gaussian process regression for streaming data NeurIPS 2022 CalFAT: Calibrated Federated Adversarial Training with Label Skewness NeurIPS 2022 CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning CVPR 2022 Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract) AAAI 2022 Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022 Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox NeurIPS 2022 Communication-Efficient Adaptive Federated Learning ICML 2022 Communication Efficient Federated Learning for Generalized Linear Bandits NeurIPS 2022 Continual Federated Learning Based on Knowledge Distillation IJCAI 2022 Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022 Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning AAAI 2022 CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022 DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning ICML 2022