Ali Irfan Mahmutogullari

According to our database, Ali Irfan Mahmutogullari authored at least 11 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.

Mattia Silvestri, Senne Berden, Gaetano Signorelli, Ali Irfan Mahmutogullari, Jayanta Mandi, Brandon Amos, Tias Guns, Michele Lombardi

J. Artif. Intell. Res., 2026

2025

An exact solution approach for risk-averse mixed-integer multi-stage stochastic programming problems.

Ali Irfan Mahmutogullari, Özlem Çavus, M. Selim Aktürk

Ann. Oper. Res., November, 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., July, 2025

Solver-Free Decision-Focused Learning for Linear Optimization Problems.

Senne Berden, Ali Irfan Mahmutogullari, Dimos Tsouros, Tias Guns

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Minimizing Surrogate Losses for Decision-Focused Learning Using Differentiable Optimization.

Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Perception-based constraint solving for sudoku images.

Maxime Mulamba, Jayanta Mandi, Ali Irfan Mahmutogullari, Tias Guns

Constraints An Int. J., June, 2024

An Efficient Structured Perceptron for NP-Hard Combinatorial Optimization Problems.

Bastián Véjar, Gaël Aglin, Ali Irfan Mahmutogullari, Siegfried Nijssen, Pierre Schaus, Tias Guns

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

2023

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

CoRR, 2023

2022

Risk-averse hub location: Formulation and solution approach.

Kamyar Kargar, Ali Irfan Mahmutogullari

Comput. Oper. Res., 2022

2018

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

2016

Hub location under competition.

Ali Irfan Mahmutogullari, Bahar Yetis Kara

Eur. J. Oper. Res., 2016