conftrace_

communication efficient

20 papers

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Co-occurring keywords

distributed learning (563) communication efficiency (297) distributed optimization (275) newton method (64) decentralized optimization (113) federated learning (1333) second-order method (38) regret bound (1926) sparse regression (175) communication complexity (99)

Papers

Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD NIPS 2024
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression NIPS 2024
Communication Bounds for the Distributed Experts Problem NIPS 2024
FeDXL: Provable Federated Learning for Deep X-Risk Optimization ICML 2023
Optimal Algorithms for Decentralized Stochastic Variational Inequalities NIPS 2022
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality JMLR 2022
Distributed Sparse Multicategory Discriminant Analysis AISTATS 2022
Solving Multi-Arm Bandit Using a Few Bits of Communication AISTATS 2022
FedNL: Making Newton-Type Methods Applicable to Federated Learning ICML 2022
Distributed Second Order Methods with Fast Rates and Compressed Communication ICML 2021
Step-Ahead Error Feedback for Distributed Training with Compressed Gradient AAAI 2021
Distributed Ranking with Communications: Approximation Analysis and Applications AAAI 2021
A Stochastic Newton Algorithm for Distributed Convex Optimization NIPS 2021
Optimal Convergence Rates for Convex Distributed Optimization in Networks JMLR 2019
DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization NIPS 2019
Communication Efficient Parallel Algorithms for Optimization on Manifolds NIPS 2018
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections AISTATS 2016
Hashing for Distributed Data ICML 2015
Communication Efficient Distributed Machine Learning with the Parameter Server NIPS 2014
Communication-Efficient Algorithms for Statistical Optimization NIPS 2012