conftrace_

parallel computation

38 papers

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Co-occurring keywords

parallel computing (146) stochastic gradient descent (1091) recurrent neural network (1790) convex optimization (1321) parallel sampling (26) parallel training (37) distributed reinforcement learning (4) approximation algorithm (630) diffusion model (3751) distributed training (188)

Papers

Katyusha: The First Direct Acceleration of Stochastic Gradient Methods JMLR 2018
Named Entity Recognition With Parallel Recurrent Neural Networks ACL 2018
RLlib: Abstractions for Distributed Reinforcement Learning ICML 2018
Parallel Streaming Wasserstein Barycenters NIPS 2017
DOPE: Distributed Optimization for Pairwise Energies CVPR 2017
Encoding, Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads NSDI 2017
Parallel Multiscale Autoregressive Density Estimation ICML 2017
Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care NIPS 2015
Realtime Edge-Based Visual Odometry for a Monocular Camera ICCV 2015
Distributed and Adaptive Darting Monte Carlo through Regenerations AISTATS 2013
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server NIPS 2013
Entangled Monte Carlo NIPS 2012
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression JMLR 2012