Hub location under competition. - Ali Irfan Mahmutogullari; Bahar Yetis Kara (Eur. J. Oper. Res., 2016)

Bounds on risk-averse mixed-integer multi-stage stochastic programming problems with mean-CVaR. - Ali Irfan Mahmutogullari; Özlem Çavus; M. Selim Aktürk (Eur. J. Oper. Res., 2018)

Risk-averse hub location: Formulation and solution approach. - Kamyar Kargar; Ali Irfan Mahmutogullari (Comput. Oper. Res., 2022)

Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning. - Mattia Silvestri; Senne Berden; Jayanta Mandi; Ali Irfan Mahmutogullari; Maxime Mulamba; Allegra De Filippo; Tias Guns; Michele Lombardi 001 (CoRR, 2023)

An Efficient Structured Perceptron for NP-Hard Combinatorial Optimization Problems. - Bastián Véjar; Gaël Aglin; Ali Irfan Mahmutogullari; Siegfried Nijssen; Pierre Schaus; Tias Guns (CPAIOR (2), 2024)

Perception-based constraint solving for sudoku images. - Maxime Mulamba; Jayanta Mandi; Ali Irfan Mahmutogullari; Tias Guns (Constraints An Int. J., 2024)

Solver-Free Decision-Focused Learning for Linear Optimization Problems. - Senne Berden; Ali Irfan Mahmutogullari; Dimos Tsouros; Tias Guns (CoRR, 2025)

Vulnerability based prioritization in disaster planning efforts: benefits and trade-offs. - Ali Irfan Mahmutogullari; Halenur Sahin; Feyza Güliz Sahinyazan (INFOR Inf. Syst. Oper. Res., 2025)

Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization. - Jayanta Mandi; Ali Irfan Mahmutogullari; Senne Berden; Tias Guns (CoRR, 2025)