บทความที่มีข้อกำหนดการเข้าถึงสาธารณะ - Daniel Kuhnดูข้อมูลเพิ่มเติม
มีให้ใช้งานในบางที่: 60
Data-driven distributionally robust optimization using the Wasserstein metric: Performance guarantees and tractable reformulations
P Mohajerin Esfahani, D Kuhn
Mathematical Programming 171 (1), 115-166, 2018
ข้อกำหนด: Swiss National Science Foundation
Distributionally robust convex optimization
W Wiesemann, D Kuhn, M Sim
Operations research 62 (6), 1358-1376, 2014
ข้อกำหนด: UK Engineering and Physical Sciences Research Council, National Research …
Wasserstein distributionally robust optimization: Theory and applications in machine learning
D Kuhn, PM Esfahani, VA Nguyen, S Shafieezadeh-Abadeh
Operations research & management science in the age of analytics, 130-166, 2019
ข้อกำหนด: Swiss National Science Foundation
Distributionally robust logistic regression
S Shafieezadeh Abadeh, PM Mohajerin Esfahani, D Kuhn
Advances in neural information processing systems 28, 2015
ข้อกำหนด: Swiss National Science Foundation
Regularization via mass transportation
S Shafieezadeh-Abadeh, D Kuhn, PM Esfahani
Journal of Machine Learning Research 20 (103), 1-68, 2019
ข้อกำหนด: Swiss National Science Foundation
Conic programming reformulations of two-stage distributionally robust linear programs over Wasserstein balls
GA Hanasusanto, D Kuhn
Operations Research 66 (3), 849-869, 2018
ข้อกำหนด: US National Science Foundation, Swiss National Science Foundation
K-Adaptability in Two-Stage Robust Binary Programming
GA Hanasusanto, D Kuhn, W Wiesemann
Operations Research 63 (4), 877-891, 2015
ข้อกำหนด: UK Engineering and Physical Sciences Research Council
Distributionally robust control of constrained stochastic systems
BPG Van Parys, D Kuhn, PJ Goulart, M Morari
IEEE Transactions on Automatic Control 61 (2), 430-442, 2015
ข้อกำหนด: UK Engineering and Physical Sciences Research Council
Generalized decision rule approximations for stochastic programming via liftings
A Georghiou, W Wiesemann, D Kuhn
Mathematical Programming 152, 301-338, 2015
ข้อกำหนด: UK Engineering and Physical Sciences Research Council
Data-driven chance constrained programs over Wasserstein balls
Z Chen, D Kuhn, W Wiesemann
Operations Research 72 (1), 410-424, 2024
ข้อกำหนด: Swiss National Science Foundation, UK Engineering and Physical Sciences …
A distributionally robust perspective on uncertainty quantification and chance constrained programming
GA Hanasusanto, V Roitch, D Kuhn, W Wiesemann
Mathematical Programming 151, 35-62, 2015
ข้อกำหนด: Swiss National Science Foundation, UK Engineering and Physical Sciences …
Distributionally robust multi-item newsvendor problems with multimodal demand distributions
GA Hanasusanto, D Kuhn, SW Wallace, S Zymler
Mathematical Programming 152 (1), 1-32, 2015
ข้อกำหนด: UK Engineering and Physical Sciences Research Council
Ambiguous joint chance constraints under mean and dispersion information
GA Hanasusanto, V Roitch, D Kuhn, W Wiesemann
Operations Research 65 (3), 751-767, 2017
ข้อกำหนด: Swiss National Science Foundation, UK Engineering and Physical Sciences …
From data to decisions: Distributionally robust optimization is optimal
BPG Van Parys, PM Esfahani, D Kuhn
Management Science 67 (6), 3387-3402, 2021
ข้อกำหนด: Swiss National Science Foundation
Data-driven inverse optimization with imperfect information
P Mohajerin Esfahani, S Shafieezadeh-Abadeh, GA Hanasusanto, ...
Mathematical Programming 167, 191-234, 2018
ข้อกำหนด: Swiss National Science Foundation
Wasserstein distributionally robust Kalman filtering
S Shafieezadeh Abadeh, VA Nguyen, D Kuhn, PM Mohajerin Esfahani
Advances in Neural Information Processing Systems 31, 2018
ข้อกำหนด: Swiss National Science Foundation
A comment on “computational complexity of stochastic programming problems”
GA Hanasusanto, D Kuhn, W Wiesemann
Mathematical Programming 159, 557-569, 2016
ข้อกำหนด: Swiss National Science Foundation, UK Engineering and Physical Sciences …
Energy and reserve dispatch with distributionally robust joint chance constraints
C Ordoudis, VA Nguyen, D Kuhn, P Pinson
Operations Research Letters 49 (3), 291-299, 2021
ข้อกำหนด: Swiss National Science Foundation, Danish Council for Strategic Research
Distributionally robust inverse covariance estimation: The Wasserstein shrinkage estimator
VA Nguyen, D Kuhn, P Mohajerin Esfahani
Operations research 70 (1), 490-515, 2022
ข้อกำหนด: Swiss National Science Foundation, European Commission
Scenario reduction revisited: Fundamental limits and guarantees
N Rujeerapaiboon, K Schindler, D Kuhn, W Wiesemann
Mathematical Programming 191 (1), 207-242, 2022
ข้อกำหนด: Swiss National Science Foundation, UK Engineering and Physical Sciences …
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