Publications

• Optimism in the Face of Ambiguity Principle for Multi-armed Bandits

M. Li, D. Kuhn & B. Tașkesen, WINE, 2024.

• Unifying Distributionally Robust Optimization via Optimal Transport Theory

J. Blanchet, D. Kuhn, J. Li & B. Tașkesen, 2023.

• Distributionally Robust Linear Quadratic Control

B. Tașkesen, D. Iancu, Ç. Koçyiğit & D. Kuhn, NeurIPS (Spotlight), 2023.

• Metrizing Fairness

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, 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, 2019.