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researcher

Roman Levin

Amazon

3 papers hereh-index 6218 citations12 works total

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

author position
  • first author1
  • middle author1
  • last author1

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

fields
  • cs.IR1
  • math.CA1
  • math.OC1
affiliations
  • Amazon
Homepage

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedEcho Chambers in Collaborative Filtering Based Recommendation Systems

2 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2020★ 2 cited

Echo Chambers in Collaborative Filtering Based Recommendation Systems

Emil Noordeh, Roman Levin, Ruochen Jiang +1

Recommendation systems underpin the serving of nearly all online content in the modern age. From Youtube and Netflix recommendations, to Facebook feeds and Google searches, these s…

math.OC2019★ 1 cited

A Proof of Principle: Multi-Modality Radiotherapy Optimization

Roman Levin, Aleksandr Y. Aravkin, Minsun Kim

Radiotherapy is used to treat cancer patients by damaging DNA of tumor cells using ionizing radiation. Photons are the most widely used radiation type for therapy, having been put…

math.CA2017

On the Riemann-Hilbert Problem for Difference and q-Difference Systems

Ilya Vyugin, Roman Levin

In this paper we study an analogue of the classical Riemann-Hilbert problem stated for the classes of difference and q-difference systems. The Birkhoff's existence theorem was ge…

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