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asynchronous computation

16 papers

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Co-occurring keywords

distributed optimization (275) distributed learning (563) asynchronous optimization (38) asynchronous algorithm (20) stochastic gradient (296) stochastic optimization (1060) parallel learning (11) linear convergence (158) gradient descent (1144) parallel computing (146)

Papers

Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations NIPS 2024
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NIPS 2024
Asynchronous Randomized Trace Estimation AISTATS 2024
Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent ICML 2022
Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms NIPS 2021
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling ICML 2021
Federated Principal Component Analysis NIPS 2020
Asynchronous Coagent Networks ICML 2020
Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters JMLR 2018
Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms ICML 2016
Stochastic Gradient MCMC with Stale Gradients NIPS 2016
An Asynchronous Parallel Stochastic Coordinate Descent Algorithm ICML 2014
Streaming Variational Bayes NIPS 2013
Distributed Delayed Stochastic Optimization NIPS 2011
Asynchronous Distributed Learning of Topic Models NIPS 2008