decentralized learning

Moniqua: Modulo Quantized Communication in Decentralized SGD ICML 2020 Practical Low-Rank Communication Compression in Decentralized Deep Learning NeurIPS 2020 Quantized Decentralized Stochastic Learning over Directed Graphs ICML 2020 Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems UAI 2020 The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits AISTATS 2020 The Non-IID Data Quagmire of Decentralized Machine Learning ICML 2020 Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts NeurIPS 2020 Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems AAAI 2019 Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series AISTATS 2019 COLA: Decentralized Linear Learning NeurIPS 2018 Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents ICML 2018 Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NeurIPS 2018 Personalized and Private Peer-to-Peer Machine Learning AISTATS 2018 Decentralized Collaborative Learning of Personalized Models over Networks AISTATS 2017 Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability ICML 2017 Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning NeurIPS 2017 See without looking: joint visualization of sensitive multi-site datasets IJCAI 2017