DK
Daniel Kuhn
math.OCcs.LGstat.MLcs.SYeess.SYcs.ITmath.ITmath.PRmath.STq-fin.CP
On Valency
published · living versionsW_q6twbemn·v1 · currentpublished
Preprints & journals
55 papers in the corpus · 2015–2026Adversarial Training for Deep Hedging in Nonstationary Markets2610.07162v1 · Philipp J. Schneider, Lukas Looser, Antoine Garin et al.2026 · 0 citationsarXiv
Soft-Radial Projection for Constrained End-to-End Learning2602.03461v1 · Philipp J. Schneider, Daniel Kuhn2026 · 0 citationsarXiv
Efficient Best-of-Both-Worlds Algorithms for Contextual Combinatorial Semi-Bandits2508.18768v2 · Mengmeng Li, Philipp J. Schneider, Jelisaveta Aleksi'c et al.2025 · 0 citationsarXiv
Optimality of Linear Policies in Distributionally Robust Linear Quadratic Control2508.11858v2 · Bahar Taskesen, Dan A. Iancu, Cag\il Kocyigit et al.2025 · 0 citationsarXiv
Global Group Fairness in Federated Learning via Function Tracking2503.15163v1 · Yves Rychener, Daniel Kuhn, Yifan Hu2025 · 0 citationsarXiv
Exploiting Multistage Optimization Structure in Proximal Solvers2503.12664v2 · Roland Schwan, Daniel Kuhn, Colin N. Jones2025 · 0 citationsarXiv
Distributionally Robust Optimization2411.02549v3 · Daniel Kuhn, Soroosh Shafiee, Wolfram Wiesemann2024 · 100 citationsActa Numerica 34 (2025), 579-804
Optimism in the Face of Ambiguity Principle for Multi-Armed Bandits2409.20440v2 · Mengmeng Li, Daniel Kuhn, Bahar Taskesen2024 · 0 citationsarXiv
Wasserstein Distributionally Robust Optimization with Heterogeneous Data Sources2407.13582v3 · Yves Rychener, Adrian Esteban-Perez, Juan M. Morales et al.2024 · 2 citationsarXiv
A Large Deviations Perspective on Policy Gradient Algorithms2311.07411v3 · Wouter Jongeneel, Daniel Kuhn, Mengmeng Li2023 · 0 citationsarXiv
Unifying Distributionally Robust Optimization via Optimal Transport Theory2308.05414v2 · Jose Blanchet, Daniel Kuhn, Jiajin Li et al.2023 · 0 citationsarXiv
Frequency Regulation with Storage: On Losses and Profits2306.02987v2 · Dirk Lauinger, Francois Vuille, Daniel Kuhn2023 · 6 citationsarXiv
Policy Gradient Algorithms for Robust MDPs with Non-Rectangular Uncertainty Sets2305.19004v4 · Mengmeng Li, Daniel Kuhn, Tobias Sutter2023 · 2 citationsarXiv
Distributionally Robust Linear Quadratic Control2305.17037v2 · Bahar Taskesen, Dan A. Iancu, Cag\il Kocyigit et al.2023 · 10 citationsarXiv
PIQP: A Proximal Interior-Point Quadratic Programming Solver2304.00290v2 · Roland Schwan, Yuning Jiang, Daniel Kuhn et al.2023 · 23 citationsarXiv
Nash Equilibria, Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization2303.03900v4 · Soroosh Shafiee, Liviu Aolaritei, Florian Dorfler et al.2023 · 5 citationsarXiv
Distributionally Robust Optimal Allocation with Costly Verification2211.15122v3 · Halil İbrahim Bayrak, Cag\il Kocyigit, Daniel Kuhn et al.2022 · 6 citationsarXiv
Stability Verification of Neural Network Controllers using Mixed-Integer Programming2206.13374v2 · Roland Schwan, Colin N. Jones, Daniel Kuhn2022 · 29 citationsarXiv
On Approximations of Data-Driven Chance Constrained Programs over Wasserstein Balls2206.00231v2 · Zhi Chen, Daniel Kuhn, Wolfram Wiesemann2022 · 25 citationsarXiv
Metrizing Fairness2205.15049v5 · Yves Rychener, Bahar Taskesen, Daniel Kuhn2022 · 3 citationsarXiv
Discrete Optimal Transport with Independent Marginals is #P-Hard2203.01161v2 · Bahar Taskesen, Soroosh Shafieezadeh-Abadeh, Daniel Kuhn et al.2022 · 2 citationsarXiv
Mean-Covariance Robust Risk Measurement2112.09959v3 · Viet Anh Nguyen, Soroosh Shafiee, Damir Filipovi'c et al.2021 · 9 citationsarXiv
Distributionally Robust Optimization with Markovian Data2106.06741v1 · Mengmeng Li, Tobias Sutter, Daniel Kuhn2021 · 2 citationsarXiv
Robust Generalization despite Distribution Shift via Minimum Discriminating Information2106.04443v2 · Tobias Sutter, Andreas Krause, Daniel Kuhn2021 · 5 citationsNeurIPS 2021
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts2106.00322v1 · Bahar Taskesen, Man-Chung Yue, Jose Blanchet et al.2021 · 2 citationsarXiv
A Unified Theory of Robust and Distributionally Robust Optimization via the Primal-Worst-Equals-Dual-Best Principle2105.00760v2 · Jianzhe Zhen, Daniel Kuhn, Wolfram Wiesemann2021 · 26 citationsarXiv
Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical Solution2103.06263v2 · Bahar Taskesen, Soroosh Shafieezadeh-Abadeh, Daniel Kuhn2021 · 19 citationsarXiv
Small errors in random zeroth-order optimization are imaginary2103.05478v6 · Wouter Jongeneel, Man-Chung Yue, Daniel Kuhn2021 · 1 citationarXiv
Topological Linear System Identification via Moderate Deviations Theory2103.03805v2 · Wouter Jongeneel, Tobias Sutter, Daniel Kuhn2021 · 5 citationsarXiv
A Planner-Trader Decomposition for Multi-Market Hydro Scheduling2103.02806v2 · Kilian Schindler, Napat Rujeerapaiboon, Daniel Kuhn et al.2021 · 5 citationsarXiv
Efficient Learning of a Linear Dynamical System with Stability Guarantees2102.03664v2 · Wouter Jongeneel, Tobias Sutter, Daniel Kuhn2021 · 15 citationsIEEE Transactions on Automatic Control (Volume: 68, Issue: 5, May 2023)
A Statistical Test for Probabilistic Fairness2012.04800v1 · Bahar Taskesen, Jose Blanchet, Daniel Kuhn et al.2020 · 28 citationsarXiv
A Pareto Dominance Principle for Data-Driven Optimization2010.06606v4 · Tobias Sutter, Bart P.G. Van Parys, Daniel Kuhn2020 · 10 citationsarXiv
A Distributionally Robust Approach to Fair Classification2007.09530v1 · Bahar Taskesen, Viet Anh Nguyen, Daniel Kuhn et al.2020 · 18 citationsarXiv
Reliable Frequency Regulation through Vehicle-to-Grid: Encoding Legislation with Robust Constraints2005.06042v4 · Dirk Lauinger, Francois Vuille, Daniel Kuhn2020 · 12 citationsManufacturing & Service Operations Management 26(2):722-738, 2024
On Linear Optimization over Wasserstein Balls2004.07162v2 · Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann2020 · 38 citationsarXiv
Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization1911.03539v2 · Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Daniel Kuhn et al.2019 · 48 citationsarXiv
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation1910.10583v1 · Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue et al.2019 · 6 citationsarXiv
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization1910.07817v1 · Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue et al.2019 · 3 citationsarXiv
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning1908.08729v2 · Daniel Kuhn, Peyman Mohajerin Esfahani, Viet Anh Nguyen et al.2019 · 364 citationsarXiv
RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems1903.03064v1 · Ekaterina Abramova, Luke Dickens, Daniel Kuhn et al.2019 · 2 citationsarXiv
Wasserstein Distributionally Robust Kalman Filtering1809.08830v3 · Soroosh Shafieezadeh-Abadeh, Viet Anh Nguyen, Daniel Kuhn et al.2018 · 35 citationsarXiv
Data-Driven Chance Constrained Programs over Wasserstein Balls1809.00210v3 · Zhi Chen, Daniel Kuhn, Wolfram Wiesemann2018 · 45 citationsarXiv
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator1805.07194v1 · Viet Anh Nguyen, Daniel Kuhn, Peyman Mohajerin Esfahani2018 · 45 citationsarXiv
Distributionally robust optimization with polynomial densities: theory, models and algorithms1805.03588v1 · Etienne de Klerk, Daniel Kuhn, Krzysztof Postek2018 · 25 citationsarXiv
Regularization via Mass Transportation1710.10016v3 · Soroosh Shafieezadeh-Abadeh, Daniel Kuhn, Peyman Mohajerin Esfahani2017 · 116 citationsarXiv
Size Matters: Cardinality-Constrained Clustering and Outlier Detection via Conic Optimization1705.07837v3 · Napat Rujeerapaiboon, Kilian Schindler, Daniel Kuhn et al.2017 · 28 citationsarXiv
From Data to Decisions: Distributionally Robust Optimization is Optimal1704.04118v3 · Bart P.G. Van Parys, Peyman Mohajerin Esfahani, Daniel Kuhn2017 · 139 citationsarXiv
From Infinite to Finite Programs: Explicit Error Bounds with Applications to Approximate Dynamic Programming1701.06379v2 · Peyman Mohajerin Esfahani, Tobias Sutter, Daniel Kuhn et al.2017 · 35 citationsarXiv
Scenario Reduction Revisited: Fundamental Limits and Guarantees1701.04072v1 · Napat Rujeerapaiboon, Kilian Schindler, Daniel Kuhn et al.2017 · 62 citationsarXiv
Career total: 159 works. 55 are in this corpus.Showing the 50 most recent.
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