conftrace_

parallel learning

11 papers

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Co-occurring keywords

gradient descent (1144) parallel computing (146) stochastic optimization (1060) delayed update (3) asynchronous computation (16) distributed learning (563) convergence analysis (395) gradient-based optimization (192) online learning (1777) constraint acquisition (9)

Papers

Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning ICCV 2023
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling ICML 2021
Parallel Constraint Acquisition AAAI 2021
Randomized Block-Diagonal Preconditioning for Parallel Learning ICML 2020
On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization IJCAI 2018
Parallel Bayesian Network Structure Learning ICML 2018
Hashing for Distributed Data ICML 2015
Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training ICML 2013
Distributed Delayed Stochastic Optimization NIPS 2011
Slow Learners are Fast NIPS 2009
Map-Reduce for Machine Learning on Multicore NIPS 2006