Demirović, Emir

19 publications

AAAI 2025 In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search Emir Demirovic, Christian Schilling, Anna Lukina

AAAI 2025 Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound Catalin E. Brita, Jacobus G. M. van der Linden, Emir Demirovic

NeurIPS 2025 SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration Elif Arslan, Jacobus G. M. van der Linden, Serge Hoogendoorn, Marco Rinaldi, Emir Demirović

AAAI 2024 Optimal Survival Trees: A Dynamic Programming Approach Tim Huisman, Jacobus G. M. van der Linden, Emir Demirovic

AAAI 2024 Paths, Proofs, and Perfection: Developing a Human-Interpretable Proof System for Constrained Shortest Paths Konstantin Sidorov, Gonçalo Homem de Almeida Correia, Mathijs de Weerdt, Emir Demirovic

ICML 2024 Piecewise Constant and Linear Regression Trees: An Optimal Dynamic Programming Approach Mim Van Den Bos, Jacobus G. M. Van Der Linden, Emir Demirović

ICML 2023 Blossom: An Anytime Algorithm for Computing Optimal Decision Trees Emir Demirović, Emmanuel Hebrard, Louis Jean

NeurIPS 2023 Necessary and Sufficient Conditions for Optimal Decision Trees Using Dynamic Programming Jacobus van der Linden, Mathijs de Weerdt, Emir Demirović

NeurIPS 2023 Safety Verification of Decision-Tree Policies in Continuous Time Christian Schilling, Anna Lukina, Emir Demirović, Kim Larsen

AAAI 2022 A Divide and Conquer Algorithm for Predict+Optimize with Non-Convex Problems Ali Ugur Guler, Emir Demirovic, Jeffrey Chan, James Bailey, Christopher Leckie, Peter J. Stuckey

NeurIPS 2022 Fair and Optimal Decision Trees: A Dynamic Programming Approach Jacobus van der Linden, Mathijs de Weerdt, Emir Demirović

JMLR 2022 MurTree: Optimal Decision Trees via Dynamic Programming and Search Emir Demirović, Anna Lukina, Emmanuel Hebrard, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Peter J. Stuckey

AAAI 2021 Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes Reasoning Jo Devriendt, Stephan Gocht, Emir Demirovic, Jakob Nordström, Peter J. Stuckey

AAAI 2021 Optimal Decision Trees for Nonlinear Metrics Emir Demirovic, Peter J. Stuckey

AAAI 2020 Dynamic Programming for Predict+Optimise Emir Demirovic, Peter J. Stuckey, Tias Guns, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jeffrey Chan

AAAI 2020 Representative Solutions for Bi-Objective Optimisation Emir Demirovic, Nicolas Schwind

AAAI 2020 Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems Jayanta Mandi, Emir Demirovic, Peter J. Stuckey, Tias Guns

IJCAI 2019 Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions Emir Demirovic, Peter J. Stuckey, James Bailey, Jeffrey Chan, Christopher Leckie, Kotagiri Ramamohanarao, Tias Guns

IJCAI 2017 SAT-Based Approaches for the General High School Timetabling Problem Emir Demirovic