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Janmajay Singh

4 papers here

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

author position
  • middle author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CY1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

most citedUnbiased Learning for the Causal Effect of Recommendation

48 citations · 48 across the 2 of their papers we have counts for

collaborators

4 papers

cs.IR2021

Causality-Aware Neighborhood Methods for Recommender Systems

Masahiro Sato, Sho Takemori, Janmajay Singh +1

The business objectives of recommenders, such as increasing sales, are aligned with the causal effect of recommendations. Previous recommenders targeting for the causal effect empl…

cs.LG2020★ 48 cited

Unbiased Learning for the Causal Effect of Recommendation

Masahiro Sato, Sho Takemori, Janmajay Singh +1

Increasing users' positive interactions, such as purchases or clicks, is an important objective of recommender systems. Recommenders typically aim to select items that users will i…

cs.LG2020

Submodular Bandit Problem Under Multiple Constraints

Sho Takemori, Masahiro Sato, Takashi Sonoda +2

The linear submodular bandit problem was proposed to simultaneously address diversified retrieval and online learning in a recommender system. If there is no uncertainty, this prob…

cs.CY2020

Remote health monitoring and diagnosis in the time of COVID-19

Joachim A. Behar, Chengyu Liu, Kevin Kotzen +13

Coronavirus disease (COVID-19) is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that is rapidly spreading across the globe. The clinical spectrum of SA…

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