conftrace_

communication cost

31 papers

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Co-occurring keywords

federated learning (1333) communication efficiency (297) distributed learning (563) decentralized learning (103) gradient compression (78) distributed training (188) differential privacy (1016) model compression (3302) asynchronous learning (26) neural network (6616)

Papers

Hypernetwork Aggregation for Decentralized Personalized Federated Learning IJCAI 2025
Exploiting Label Skews in Federated Learning with Model Concatenation AAAI 2024
Practical Hybrid Gradient Compression for Federated Learning Systems IJCAI 2024
Knowledge Distillation in Federated Learning: A Practical Guide IJCAI 2024
Almost Cost-Free Communication in Federated Best Arm Identification AAAI 2023
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout AISTATS 2023
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost ICML 2023
$\textbf{A}^2\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning NIPS 2023
Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023
SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures AAAI 2022
Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022
On the Convergence of Decentralized Adaptive Gradient Methods ACML 2022
The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning ICML 2022
Decision-theoretic planning with communication in open multiagent systems UAI 2022
Private frequency estimation via projective geometry ICML 2022
Asynchronous Upper Confidence Bound Algorithms for Federated Linear Bandits AISTATS 2022
Communication-Aware Collaborative Learning AAAI 2021
Federated Continual Learning with Weighted Inter-client Transfer ICML 2021
vqSGD: Vector Quantized Stochastic Gradient Descent AISTATS 2021
Analysing Human Strategies of Information Transmission as a Function of Discourse Context EMNLP 2021
Expected Value of Communication for Planning in Ad Hoc Teamwork AAAI 2021
Integrating Decision Sharing with Prediction in Decentralized Planning for Multi-Agent Coordination under Uncertainty IJCAI 2019
The Price of Privacy for Low-rank Factorization NIPS 2018
Communication-Computation Efficient Gradient Coding ICML 2018
Federated Multi-Task Learning NIPS 2017