NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access

Author:

Renz-Wieland Alexander1,Gemulla Rainer2,Kaoudi Zoi3,Markl Volker3

Affiliation:

1. Technische Universität Berlin, Berlin, Germany

2. Universität Mannheim, Mannheim, Germany

3. Technische Universität Berlin & BIFOLD, Berlin, Germany

Funder

Bundesministerium für Bildung und Forschung

Deutsche Forschungsgemeinschaft

Publisher

ACM

Reference73 articles.

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2. Scalable inference in latent variable models

3. Robert Bamler and Stephan Mandt . 2020 . Extreme Classification via Adversarial Softmax Approximation . In Proceedings of the 8th International Conference on Learning Representations (ICLR '20) . https://openreview.net/forum?id=rJxe3xSYDS Robert Bamler and Stephan Mandt. 2020. Extreme Classification via Adversarial Softmax Approximation. In Proceedings of the 8th International Conference on Learning Representations (ICLR '20). https://openreview.net/forum?id=rJxe3xSYDS

4. Roberto Battiti . 1989. Accelerated Backpropagation Learning: Two Optimization Methods. Complex systems , Vol. 3 , 4 ( 1989 ), 331--342. Roberto Battiti. 1989. Accelerated Backpropagation Learning: Two Optimization Methods. Complex systems, Vol. 3, 4 (1989), 331--342.

5. LibKGE - A knowledge graph embedding library for reproducible research

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