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Tobias Schnabel

17 papers hereh-index 173.3k citations37 works total

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

author position
  • sole author1
  • first author5
  • middle author8
  • last author3

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.IR6
  • cs.LG4
  • cs.CL3
  • cs.HC2
  • cs.SI1
  • stat.ML1
same name
  • Tobias Schnabel — 7 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedRecommendations as Treatments: Debiasing Learning and Evaluation

138 citations · 265 across the 17 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2018★ 14 cited

Improving Recommender Systems Beyond the Algorithm

Tobias Schnabel, Paul N. Bennett, Thorsten Joachims

Recommender systems rely heavily on the predictive accuracy of the learning algorithm. Most work on improving accuracy has focused on the learning algorithm itself. We argue that t…

cs.HC2015

Using Shortlists to Support Decision Making and Improve Recommender System Performance

Tobias Schnabel, Paul N. Bennett, Susan T. Dumais +1

In this paper, we study shortlists as an interface component for recommender systems with the dual goal of supporting the user's decision process, as well as improving implicit fee…

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