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Compiling Neural Networks for a Computational Memory Accelerator

Mar 05, 2020
Kornilios Kourtis, Martino Dazzi, Nikolas Ioannou, Tobias Grosser, Abu Sebastian, Evangelos Eleftheriou

* Submitted to SPMA '20 

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Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle

Sep 11, 2019
Michael Kaufmann, Kornilios Kourtis, Celestine Mendler-Dünner, Adrian Schüpbach, Thomas Parnell

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Elastic CoCoA: Scaling In to Improve Convergence

Nov 06, 2018
Michael Kaufmann, Thomas Parnell, Kornilios Kourtis

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Parallel training of linear models without compromising convergence

Nov 05, 2018
Nikolas Ioannou, Celestine Dünner, Kornilios Kourtis, Thomas Parnell

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