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Brad Schumitsch

3 papers here

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

author position
  • last author3

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

fields
  • cs.IR3
ORCID 0000-0002-2908-6544

identity via Semantic Scholar / OpenAlex

most citedCAM2: Conformity-Aware Multi-Task Ranking Model for Large-Scale Recommender Systems

3 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2023★ 3 cited

CAM2: Conformity-Aware Multi-Task Ranking Model for Large-Scale Recommender Systems

Ameya Raul, Amey Porobo Dharwadker, Brad Schumitsch

Learning large-scale industrial recommender system models by fitting them to historical user interaction data makes them vulnerable to conformity bias. This may be due to a number…

cs.IR2023

CAViaR: Context Aware Video Recommendations

Khushhall Chandra Mahajan, Aditya Palnitkar, Ameya Raul +1

Many recommendation systems rely on point-wise models, which score items individually. However, point-wise models generating scores for a video are unable to account for other vide…

cs.IR2023★ 3 cited

PIE: Personalized Interest Exploration for Large-Scale Recommender Systems

Khushhall Chandra Mahajan, Amey Porobo Dharwadker, Romil Shah +3

Recommender systems are increasingly successful in recommending personalized content to users. However, these systems often capitalize on popular content. There is also a continuou…

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