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Darinka Dentcheva

Stevens Institute of Technology

8 papers hereh-index 277.2k citations114 works total

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

author position
  • first author7
  • middle author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC4
  • math.ST2
  • math.FA1
  • stat.ML1
affiliations
  • Stevens Institute of Technology

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedTime-Consistent Risk Measures for Continuous-Time Markov Chains

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing math.STShow all

2 papers · 1 filter

math.ST2021

Bias Reduction in Sample-Based Optimization

Darinka Dentcheva, Yang Lin

We consider stochastic optimization problems which use observed data to estimate essential characteristics of the random quantities involved. Sample average approximation (SAA) or…

math.ST2015

Statistical Estimation of Composite Risk Functionals and Risk Optimization Problems

Darinka Dentcheva, Spiridon Penev, Andrzej Ruszczynski

We address the statistical estimation of composite functionals which may be nonlinear in the probability measure. Our study is motivated by the need to estimate coherent measures o…

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