Ali Irfan Mahmutogullari

12 papers A 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
J. Artif. Intell. Res.
Mattia Silvestri, Senne Berden, Gaetano Signorelli, Ali Irfan Mahmutogullari, Jayanta Mandi, Brandon Amos, Tias Guns, Michele Lombardi
2025 J jnl
An exact solution approach for risk-averse mixed-integer multi-stage stochastic programming problems.
Ann. Oper. Res.
Ali Irfan Mahmutogullari, Özlem Çavus, M. Selim Aktürk
2025 A conf
Minimizing Surrogate Losses for Decision-Focused Learning Using Differentiable Optimization.
ECAI
Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns
2025 J jnl
Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization.
CoRR
Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns
2025 J jnl
Solver-Free Decision-Focused Learning for Linear Optimization Problems.
CoRR
Senne Berden, Ali Irfan Mahmutogullari, Dimos Tsouros, Tias Guns
2025 J jnl
Vulnerability based prioritization in disaster planning efforts: benefits and trade-offs.
INFOR Inf. Syst. Oper. Res.
Ali Irfan Mahmutogullari, Halenur Sahin, Feyza Güliz Sahinyazan
2024 — conf
An Efficient Structured Perceptron for NP-Hard Combinatorial Optimization Problems.
CPAIOR (2)
Bastián Véjar, Gaël Aglin, Ali Irfan Mahmutogullari, Siegfried Nijssen, Pierre Schaus, Tias Guns
2024 J jnl
Perception-based constraint solving for sudoku images.
Constraints An Int. J.
Maxime Mulamba, Jayanta Mandi, Ali Irfan Mahmutogullari, Tias Guns
2023 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
CoRR
Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi
2022 J jnl
Risk-averse hub location: Formulation and solution approach.
Comput. Oper. Res.
Kamyar Kargar, Ali Irfan Mahmutogullari
2018 J jnl
Bounds on risk-averse mixed-integer multi-stage stochastic programming problems with mean-CVaR.
Eur. J. Oper. Res.
Ali Irfan Mahmutogullari, Özlem Çavus, M. Selim Aktürk
2016 J jnl
Hub location under competition.
Eur. J. Oper. Res.
Ali Irfan Mahmutogullari, Bahar Yetis Kara