S
Zodix
Study
Academic Library
Search
Shelves
Open access
Sign in
Search or jump to…
⌘K
Daniel Kühn · Study
Home
/
Author
Daniel Kühn
35 works
· latest 2025
· 3 institutions
cluster: provisional
ORCID 0000-0003-2697-8886
Follow
Suggest an ORCID correction
h-index
34
i10
35
Citations
7,103
Works here
35
05
09
10
11
12
14
15
17
18
19
20
21
22
25
Most cited in this library
Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations
2015 · 1,869 citations
Distributionally Robust Convex Optimization
2014 · 952 citations
Distributionally robust joint chance constraints with second-order moment information
2011 · 629 citations
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning
2019 · 364 citations
Robust Markov Decision Processes
2012 · 312 citations
Works
35 shown
Distributionally robust optimization
Acta Numerica
·
2025
·
3 authors
·
Open access
100
citations
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls
Operations Research
·
2022
·
3 authors
·
Open access
138
citations
Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization
Mathematics of Operations Research
·
2021
·
4 authors
·
Open access
48
citations
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator
Operations Research
·
2021
·
3 authors
·
Open access
45
citations
A Statistical Test for Probabilistic Fairness
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
2021
·
4 authors
·
other
·
Open access
28
citations
From Data to Decisions: Distributionally Robust Optimization Is Optimal
Management Science
·
2020
·
3 authors
·
Open access
139
citations
Distributionally Robust Mechanism Design
Management Science
·
2019
·
4 authors
·
Open access
47
citations
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning
·
2019
·
4 authors
·
chapter
·
Open access
364
citations
“Dice”-sion–Making Under Uncertainty: When Can a Random Decision Reduce Risk?
Management Science
·
2019
·
3 authors
·
Open access
42
citations
The decision rule approach to optimization under uncertainty: methodology and applications
Computational Management Science
·
2018
·
3 authors
·
Open access
64
citations
Data-Driven Chance Constrained Programs over Wasserstein Balls
arXiv (Cornell University)
·
2018
·
3 authors
·
preprint
·
Open access
45
citations
Conic Programming Reformulations of Two-Stage Distributionally Robust Linear Programs over Wasserstein Balls
Operations Research
·
2018
·
2 authors
·
Open access
211
citations
Scenario reduction revisited: fundamental limits and guarantees
Mathematical Programming
·
2018
·
4 authors
·
Open access
62
citations
Data-driven inverse optimization with imperfect information
Mathematical Programming
·
2017
·
4 authors
·
Open access
88
citations
Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations
Mathematical Programming
·
2017
·
2 authors
·
Open access
136
citations
Ambiguous Joint Chance Constraints Under Mean and Dispersion Information
Operations Research
·
2017
·
4 authors
·
Open access
129
citations
Robust Growth-Optimal Portfolios
Management Science
·
2015
·
3 authors
·
Open access
56
citations
Distributionally Robust Logistic Regression
arXiv (Cornell University)
·
2015
·
3 authors
·
preprint
·
Open access
162
citations
K-Adaptability in Two-Stage Robust Binary Programming
Operations Research
·
2015
·
3 authors
·
Open access
156
citations
Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations
Infoscience (Ecole Polytechnique Fédérale de Lausanne)
·
2015
·
2 authors
·
Open access
1,869
citations
A distributionally robust perspective on uncertainty quantification and chance constrained programming
Mathematical Programming
·
2015
·
4 authors
·
Open access
155
citations
Distributionally Robust Convex Optimization
Operations Research
·
2014
·
3 authors
·
Open access
952
citations
Generalized decision rule approximations for stochastic programming via liftings
Mathematical Programming
·
2014
·
3 authors
·
Open access
150
citations
Distributionally robust multi-item newsvendor problems with multimodal demand distributions
Mathematical Programming
·
2014
·
4 authors
·
Open access
166
citations
Robust Markov Decision Processes
Mathematics of Operations Research
·
2012
·
3 authors
·
Open access
312
citations
Worst-Case Value at Risk of Nonlinear Portfolios
Management Science
·
2012
·
3 authors
·
Open access
128
citations
A constraint sampling approach for multi-stage robust optimization
Automatica
·
2012
·
3 authors
·
Open access
44
citations
Decision rules for information discovery in multi-stage stochastic programming
IEEE Conference on Decision and Control (CDC)
·
2011
·
3 authors
·
other
·
Open access
55
citations
A scenario approach for estimating the suboptimality of linear decision rules in two-stage robust optimization
IEEE Conference on Decision and Control (CDC)
·
2011
·
3 authors
·
other
·
Open access
47
citations
Distributionally robust joint chance constraints with second-order moment information
Mathematical Programming
·
2011
·
3 authors
·
Open access
629
citations
Multistage stochastic portfolio optimisation in deregulated electricity markets using linear decision rules
European Journal of Operational Research
·
2011
·
2 authors
·
Open access
57
citations
Robust portfolio optimization with derivative insurance guarantees
European Journal of Operational Research
·
2010
·
3 authors
·
Open access
84
citations
Primal and dual linear decision rules in stochastic and robust optimization
Mathematical Programming
·
2009
·
3 authors
·
Open access
259
citations
Maximizing the net present value of a project under uncertainty
European Journal of Operational Research
·
2009
·
3 authors
·
Open access
82
citations
Generalized Bounds for Convex Multistage Stochastic Programs
Springer eBooks
·
2005
·
9 authors
·
book
·
Open access
54
citations