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researcher

Jong M. Shin

2 papers hereh-index 216 citations7 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.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedProspective Learning: Principled Extrapolation to the Future

6 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IR2026

One Sequential Recommendation Model Pretrained from Synthetic Priors Predicts Multiple Datasets

Woosung Kang, Jiwon Jeong, Jonghyeok Shin +2

Existing sequential recommendation models rely on dataset-specific training, where the learned parameters are fitted to the item catalog and the observed interaction distribution o…

cs.LG2022★ 6 cited

Prospective Learning: Principled Extrapolation to the Future

Ashwin De Silva, Rahul Ramesh, Lyle Ungar +40

Learning is a process which can update decision rules, based on past experience, such that future performance improves. Traditionally, machine learning is often evaluated under the…

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