logical constraint

Semantic Probabilistic Layers for Neuro-Symbolic Learning NeurIPS 2022 SMT-based weighted model integration with structure awareness UAI 2022 Constraint-Driven Learning of Logic Programs AAAI 2021 DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021 Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey IJCAI 2021 Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging UAI 2021 Efficient Generation of Structured Objects with Constrained Adversarial Networks NeurIPS 2020 Joint Constrained Learning for Event-Event Relation Extraction EMNLP 2020 DL2: Training and Querying Neural Networks with Logic ICML 2019 A Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 2018 Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NeurIPS 2017 Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data AISTATS 2012