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researcher

Ivan Potapov

2 papers hereh-index 240 citations3 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.IR2

identity via Semantic Scholar / OpenAlex

most citedOn (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n Recommendation

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IR2024

Multi-Objective Recommendation via Multivariate Policy Learning

Olivier Jeunen, Jatin Mandav, Ivan Potapov +4

Real-world recommender systems often need to balance multiple objectives when deciding which recommendations to present to users. These include behavioural signals (e.g. clicks, sh…

cs.IR2023★ 1 cited

On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n Recommendation

Olivier Jeunen, Ivan Potapov, Aleksei Ustimenko

Approaches to recommendation are typically evaluated in one of two ways: (1) via a (simulated) online experiment, often seen as the gold standard, or (2) via some offline evaluatio…

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