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conftrace_

communication cost

54 papers

Papers

Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023 Asynchronous Upper Confidence Bound Algorithms for Federated Linear Bandits AISTATS 2022 Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games ICLR 2022 Decision-theoretic planning with communication in open multiagent systems UAI 2022 FedChain: Chained Algorithms for Near-optimal Communication Cost in Federated Learning ICLR 2022 Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022 On the Convergence of Decentralized Adaptive Gradient Methods ACML 2022 Private frequency estimation via projective geometry ICML 2022 SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures AAAI 2022 The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning ICML 2022 ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity ICLR 2022 Communication-Aware Collaborative Learning AAAI 2021 Expected Value of Communication for Planning in Ad Hoc Teamwork AAAI 2021 Federated Continual Learning with Weighted Inter-client Transfer ICML 2021 New Bounds For Distributed Mean Estimation and Variance Reduction ICLR 2021 vqSGD: Vector Quantized Stochastic Gradient Descent AISTATS 2021 Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication ICLR 2020 Integrating Decision Sharing with Prediction in Decentralized Planning for Multi-Agent Coordination under Uncertainty IJCAI 2019 Optimal Sparsity-Sensitive Bounds for Distributed Mean Estimation NeurIPS 2019 Communication-Computation Efficient Gradient Coding ICML 2018 The Price of Privacy for Low-rank Factorization NeurIPS 2018 Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NeurIPS 2017 Federated Multi-Task Learning NeurIPS 2017 TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NeurIPS 2017 A Communication-Efficient Parallel Algorithm for Decision Tree NeurIPS 2016