Causal Unit Selection using Tractable Arithmetic CircuitsThe Florida AI Research Society (FLAIRS), 2024 |
Neural Network Approximators for Marginal MAP in Probabilistic CircuitsAAAI Conference on Artificial Intelligence (AAAI), 2024 |
Solving Satisfiability Modulo Counting for Symbolic and Statistical AI
Integration With Provable GuaranteesAAAI Conference on Artificial Intelligence (AAAI), 2023 |
Compositional Probabilistic and Causal Inference using Tractable Circuit
ModelsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Semantic Probabilistic Layers for Neuro-Symbolic LearningNeural Information Processing Systems (NeurIPS), 2022 |