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researcher

S. Mandt

36 papers hereh-index 212k citations61 works total

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

author position
  • first author1
  • middle author20
  • last author13

Across the 34 of 36 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • stat.ML11
  • physics.chem-ph4
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedMachine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion

107 citations · 469 across the 35 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025

On the Effect of Regularization on Nonparametric Mean-Variance Regression

Eliot Wong-Toi, Alex Boyd, Vincent Fortuin +1

Uncertainty quantification is vital for decision-making and risk assessment in machine learning. Mean-variance regression models, which predict both a mean and residual noise for e…

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