Dumancic, Sebastijan

19 publications

JAIR 2025 A Divide, Align and Conquer Strategy for Program Synthesis Jonas Witt, Sebastijan Dumancic, Tias Guns, Claus-Christian Carbon

AAAI 2024 DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel

IJCAI 2024 Learning Logic Programs by Discovering Higher-Order Abstractions Céline Hocquette, Sebastijan Dumancic, Andrew Cropper

AAAI 2023 Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation Dirk van Bokkem, Max van den Hemel, Sebastijan Dumancic, Neil Yorke-Smith

MLJ 2022 Inductive Logic Programming at 30 Andrew Cropper, Sebastijan Dumancic, Richard Evans, Stephen H. Muggleton

JAIR 2022 Inductive Logic Programming at 30: A New Introduction Andrew Cropper, Sebastijan Dumancic

ECML-PKDD 2022 SaDe: Learning Models That Provably Satisfy Domain Constraints Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel

AAAI 2021 Automated Reasoning and Learning for Automated Payroll Management Sebastijan Dumancic, Wannes Meert, Stijn Goethals, Tim Stuyckens, Jelle Huygen, Koen Denies

AAAI 2021 Knowledge Refactoring for Inductive Program Synthesis Sebastijan Dumancic, Tias Guns, Andrew Cropper

IJCAI 2020 From Statistical Relational to Neuro-Symbolic Artificial Intelligence Luc De Raedt, Sebastijan Dumancic, Robin Manhaeve, Giuseppe Marra

IJCAI 2020 Learning Large Logic Programs by Going Beyond Entailment Andrew Cropper, Sebastijan Dumancic

ECML-PKDD 2020 Tackling Noise in Active Semi-Supervised Clustering Jonas Soenen, Sebastijan Dumancic, Toon van Craenendonck, Hendrik Blockeel

IJCAI 2020 Turning 30: New Ideas in Inductive Logic Programming Andrew Cropper, Sebastijan Dumancic, Stephen H. Muggleton

IJCAI 2019 A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning Sebastijan Dumancic, Alberto García-Durán, Mathias Niepert

IJCAI 2019 Learning Relational Representations with Auto-Encoding Logic Programs Sebastijan Dumancic, Tias Guns, Wannes Meert, Hendrik Blockeel

NeurIPS 2018 DeepProbLog: Neural Probabilistic Logic Programming Robin Manhaeve, Sebastijan Dumancic, Angelika Kimmig, Thomas Demeester, Luc De Raedt

MLJ 2017 An Expressive Dissimilarity Measure for Relational Clustering Using Neighbourhood Trees Sebastijan Dumancic, Hendrik Blockeel

IJCAI 2017 COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints Toon van Craenendonck, Sebastijan Dumancic, Hendrik Blockeel

IJCAI 2017 Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation Sebastijan Dumancic, Hendrik Blockeel