Unifying Distributionally Robust Optimization via Optimal Transport Theory
J. Blanchet, D. Kuhn, J. Li & B. Tașkesen, Working Paper, 2023.
Distributionally Robust Linear Quadratic Control
B. Tașkesen, D. Iancu, Ç. Koçyiğit & D. Kuhn, Accepted at NeurIPS (Spotlight), 2023.
Y. Rychener, B. Tașkesen & D. Kuhn, Submitted, 2022.
Discrete Optimal Transport with Independent Marginals is # P-Hard
B. Tașkesen, S. Shafieezadeh-Abadeh, D. Kuhn & K. Natarajan, Forthcoming in SIAM Journal on Optimization, 2022.
Semi-discrete Optimal Transport: Hardness, Regularization and Numerical Solution
B. Tașkesen, S. Shafieezadeh-Abadeh & D. Kuhn, Mathematical Programming, 2022.
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts
B. Tașkesen, M.C. Yue, J. Blanchet, D. Kuhn & V.A. Nguyen, ICML (Oral Presentation), 2021.
A Statistical Test for Probabilistic Fairness
B. Tașkesen, J. Blanchet, D. Kuhn & V.A. Nguyen, FAccT, 2021.
A Distributionally Robust Approach to Fair Classification
B. Tașkesen, V.A. Nguyen, D. Kuhn & J. Blanchet, Submitted, 2019.