conftrace_

decentralized optimization

113 papers

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Co-occurring keywords

distributed learning (563) stochastic optimization (1060) stochastic gradient descent (1091) gradient tracking (25) variance reduction (523) communication complexity (99) nonconvex optimization (316) distributed optimization (275) stochastic gradient (296) communication efficiency (297)

Papers

Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks? ICML 2023
A principled framework for the design and analysis of token algorithms AISTATS 2023
Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data ICML 2023
Multi-Consensus Decentralized Accelerated Gradient Descent JMLR 2023
Decentralization and Acceleration Enables Large-Scale Bundle Adjustment RSS 2023
A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization UAI 2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards NIPS 2023
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity ICML 2023
Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm NIPS 2023
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning ICML 2023
Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023
Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence NIPS 2023
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023
DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization ICML 2023
Stability-Based Generalization Analysis of the Asynchronous Decentralized SGD AAAI 2023
Finding Local Minima Efficiently in Decentralized Optimization NIPS 2023
Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization AAAI 2023
Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits AAAI 2023
Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD JMLR 2023
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization NIPS 2022
A Simple Decentralized Cross-Entropy Method NIPS 2022
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022
Adaptive Random Walk Gradient Descent for Decentralized Optimization ICML 2022
Beyond spectral gap: the role of the topology in decentralized learning NIPS 2022
Efficiency Ordering of Stochastic Gradient Descent NIPS 2022