conftrace_

consensus algorithm

19 papers

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Co-occurring keywords

distributed learning (563) decentralized optimization (113) multi-agent system (1819) neural network (6616) gradient tracking (25) collaborative learning (148) distributed optimization (275) communication complexity (99) neural network training (309) stochastic gradient descent (1091)

Papers

Voting or Consensus? Decision-Making in Multi-Agent Debate ACL 2025
Scalable Decentralized Algorithms for Online Personalized Mean Estimation AAAI 2025
Pineapple: Unifying Multi-Paxos and Atomic Shared Registers NSDI 2025
Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD JMLR 2023
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm ICML 2023
Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks? ICML 2023
Improving Dynamic Regret in Distributed Online Mirror Descent Using Primal and Dual Information L4DC 2022
Consensus Control for Decentralized Deep Learning ICML 2021
Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo) AAAI 2021
Newton Method over Networks is Fast up to the Statistical Precision ICML 2021
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction ICML 2021
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach L4DC 2020
Consensus in Opinion Formation Processes in Fully Evolving Environments AAAI 2019
Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018
SCL: Simplifying Distributed SDN Control Planes NSDI 2017
Adaptive Consensus ADMM for Distributed Optimization ICML 2017
Collaborative Deep Learning in Fixed Topology Networks NIPS 2017
Information Consensus for Distributed Multi-target Tracking CVPR 2013
Distributed Approximation of Joint Measurement Distributions Using Mixtures of Gaussians RSS 2012