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Markus Viljanen

6 papers hereh-index 8200 citations18 works total

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

author position
  • first author5
  • middle author1

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

fields
  • cs.IR2
  • cs.LG2
  • stat.AP2

identity via Semantic Scholar / OpenAlex

activity
20152020
most citedGeneralized vec trick for fast learning of pairwise kernel models

10 citations · 21 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

cs.IR2020

New Recommendation Algorithm for Implicit Data Motivated by the Multivariate Normal Distribution

Markus Viljanen, Tapio Pahikkala

The goal of recommender systems is to help users find useful items from a large catalog of items by producing a list of item recommendations for every user. Data sets based on impl…

cs.IR2020★ 3 cited

Content Based Player and Game Interaction Model for Game Recommendation in the Cold Start setting

Markus Viljanen, Jukka Vahlo, Aki Koponen +1

Game recommendation is an important application of recommender systems. Recommendations are made possible by data sets of historical player and game interactions, and sometimes the…

cs.LG2020★ 10 cited

Generalized vec trick for fast learning of pairwise kernel models

Markus Viljanen, Antti Airola, Tapio Pahikkala

Pairwise learning corresponds to the supervised learning setting where the goal is to make predictions for pairs of objects. Prominent applications include predicting drug-target o…

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