SaDe: Learning Models that Provably Satisfy Domain Constraints K Goyal, S Dumancic, H Blockeel ECMLPKDD 2022, 2022 | 5 | 2022 |
Feature Interactions in XGBoost K Goyal, S Dumancic, H Blockeel AIMLAI-ECML-2019, 2020 | 4 | 2020 |
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming K Goyal, W Meert, H Blockeel, E Van Wolputte, K Vanderstraeten, ... BNAIC 2022, 2022 | 1 | 2022 |
DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction K Goyal, S Dumancic, H Blockeel Proceedings of the AAAI Conference on Artificial Intelligence 38 (11), 12199 …, 2024 | | 2024 |
Machine Learning with Constraints: Towards Trustworthy AI K Goyal, H Blockeel, S Dumancic | | 2023 |