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Conference and Workshop Papers
- 2023
[c10]Ebrahim Balouji, Karl Bäckström, Tomas McKelvey:
Deep Reinforcement Learning Based Grid-Forming Inverter. IAS 2023: 1-9- 2022
- [c9]Karl Bäckström, Marina Papatriantafilou, Philippas Tsigas
:
The Impact of Synchronization in Parallel Stochastic Gradient Descent. ICDCIT 2022: 60-75 - [c8]Karl Bäckström, Marina Papatriantafilou, Philippas Tsigas:
ASAP.SGD: Instance-based Adaptiveness to Staleness in Asynchronous SGD. ICML 2022: 1261-1276 - 2021
- [c7]Karl Bäckström, Ivan Walulya, Marina Papatriantafilou, Philippas Tsigas:
Consistent Lock-free Parallel Stochastic Gradient Descent for Fast and Stable Convergence. IPDPS 2021: 423-432 - 2020
- [c6]Dhasarathy Parthasarathy, Karl Bäckström, Jens Henriksson, Sólrún Einarsdóttir:
Controlled time series generation for automotive software-in-the-loop testing using GANs. AITest 2020: 39-46 - [c5]Ebrahim Balouji, Karl Bäckström, Petri Hovila:
A Deep Learning Approach to Earth Fault Classification and Source Localization. ISGT-Europe 2020: 635-639 - 2019
- [c4]Karl Bäckström, Marina Papatriantafilou, Philippas Tsigas:
MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient Descent. IEEE BigData 2019: 16-25 - [c3]Victor Gustafsson, Hampus Nilsson, Karl Bäckström, Marina Papatriantafilou, Vincenzo Gulisano:
Mimir - Streaming Operators Classification with Artificial Neural Networks. DEBS 2019: 258-259 - [c2]Ebrahim Balouji, Karl Bäckström, Tomas McKelvey, Özgül Salor:
Deep Learning Based Harmonics and Interharmonics Pre-Detection Designed for Compensating Significantly Time-varying EAF Currents. IAS 2019: 1-9 - 2018
- [c1]Karl Bäckström, Mahmood Nazari, Irene Yu-Hua Gu, Asgeir Store Jakola:
An efficient 3D deep convolutional network for Alzheimer's disease diagnosis using MR images. ISBI 2018: 149-153
Informal and Other Publications
- 2021
- [i3]Karl Bäckström, Ivan Walulya, Marina Papatriantafilou, Philippas Tsigas:
Consistent Lock-free Parallel Stochastic Gradient Descent for Fast and Stable Convergence. CoRR abs/2102.09032 (2021) - 2020
- [i2]Dhasarathy Parthasarathy, Karl Bäckström, Jens Henriksson, Sólrún Einarsdóttir:
Controlled time series generation for automotive software-in-the-loop testing using GANs. CoRR abs/2002.06611 (2020) - 2019
- [i1]Karl Bäckström, Marina Papatriantafilou, Philippas Tsigas:
MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient Descent. CoRR abs/1911.03444 (2019)
Coauthor Index
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