Karl Bäckström
Showing 12 publications
Adaptiveness, Asynchrony, and Resource Efficiency in Parallel Stochastic Gradient Descent
The Impact of Synchronization in Parallel Stochastic Gradient Descent
ASAP.SGD: Instance-based Adaptiveness to Staleness in Asynchronous SGD
Consistent lock-free parallel stochastic gradient descent for fast and stable convergence
Adaptiveness and Lock-free Synchronization in Parallel Stochastic Gradient Descent
Controlled time series generation for automotive software-in-the-loop testing using GANs
A deep learning approach to earth fault classification and source localization
Mimir - Streaming operators classification with artificial neural networks
MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient Descent
An efficient 3D deep convolutional network for Alzheimer's disease diagnosis using MR images
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Showing 1 research projects
WASP SAS: Structuring data for continuous processing and ML systems