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researcher

T. Aa

7 papers hereh-index 14549 citations76 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author2

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.DC2
  • cs.AR1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedDistributed Matrix Factorization using Asynchrounous Communication

15 citations · 23 across the 7 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020

A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication

Tom Vander Aa, Xiangju Qin, Paul Blomstedt +3

Matrix factorization is a very common machine learning technique in recommender systems. Bayesian Matrix Factorization (BMF) algorithms would be attractive because of their ability…

cs.LG2020★ 3 cited

Guidelines for enhancing data locality in selected machine learning algorithms

Imen Chakroun, Tom Vander Aa, Thomas J. Ashby

To deal with the complexity of the new bigger and more complex generation of data, machine learning (ML) techniques are probably the first and foremost used. For ML algorithms to p…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.