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L. Ungar

36 papers hereh-index 7927.6k citations446 works total

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

author position
  • middle author16
  • last author19

Across the 35 of 36 papers where every author was matched, so the position is known.

fields
  • cs.CL17
  • stat.ML4
  • cs.LG3
  • stat.ME3
  • cs.AI2
  • cs.HC2

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedProbabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments

443 citations · 867 across the 33 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

stat.AP2014★ 33 cited

Probability aggregation in time-series: Dynamic hierarchical modeling of sparse expert beliefs

Ville A. Satopää, Shane T. Jensen, Barbara A. Mellers +2

Most subjective probability aggregation procedures use a single probability judgment from each expert, even though it is common for experts studying real problems to update their p…

stat.ME2014

Modeling Probability Forecasts via Information Diversity

Ville A. Satopää, Robin Pemantle, Lyle H. Ungar

Randomness in scientific estimation is generally assumed to arise from unmeasured or uncontrolled factors. However, when combining subjective probability estimates, heterogeneity s…

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