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researcher

P. Parviainen

10 papers hereh-index 16721 citations37 works total

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

author position
  • first author2
  • middle author6
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedExact Structure Discovery in Bayesian Networks with Less Space

56 citations · 123 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2017★ 4 cited

Distributed Bayesian Matrix Factorization with Limited Communication

Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho +2

Bayesian matrix factorization (BMF) is a powerful tool for producing low-rank representations of matrices and for predicting missing values and providing confidence intervals. Scal…

stat.ML2015★ 33 cited

Learning Structures of Bayesian Networks for Variable Groups

Pekka Parviainen, Samuel Kaski

Bayesian networks, and especially their structures, are powerful tools for representing conditional independencies and dependencies between random variables. In applications where…

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