ASAP.SGD: Instance-based Adaptiveness to Staleness in Asynchronous SGD
Paper in proceeding, 2022
Author
Karl Bäckström
Network and Systems
Marina Papatriantafilou
Network and Systems
Philippas Tsigas
Network and Systems
Proceedings of Machine Learning Research
26403498 (eISSN)
Vol. 162 1261-1271Baltimore, MD, USA,
WASP SAS: Structuring data for continuous processing and ML systems
Wallenberg AI, Autonomous Systems and Software Program, 2018-01-01 -- 2023-01-01.
VR EPITOME - Summarization and structuring of continuous data in concurrent processing pipelines
Swedish Research Council (VR) (2021-05424), 2022-01-01 -- 2025-12-31.
Areas of Advance
Information and Communication Technology
Driving Forces
Sustainable development
Innovation and entrepreneurship
Subject Categories
Computational Mathematics
Control Engineering
Mathematical Analysis