Reasoning

Compiling Model Representations for Querying Large ABoxes in Expressive DLs IJCAI 2018 Completeness-aware Rule Learning from Knowledge Graphs IJCAI 2018 Complexity of Approximate Query Answering under Inconsistency in Datalog+/- IJCAI 2018 Computational Argumentation: A Journey Beyond Semantics, Logic, Opinions, and Easy Tasks NAACL 2018 Computationally and statistically efficient learning of causal Bayes nets using path queries NeurIPS 2018 Computing Approximate Query Answers over Inconsistent Knowledge Bases IJCAI 2018 Confounding-Robust Policy Improvement NeurIPS 2018 Consistent Estimation given Missing Data PGM 2018 Constructing Narrative Event Evolutionary Graph for Script Event Prediction IJCAI 2018 Detecting non-causal artifacts in multivariate linear regression models ICML 2018 Diffusion Maps for Textual Network Embedding NeurIPS 2018 Direct Estimation of Differences in Causal Graphs NeurIPS 2018 Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions NeurIPS 2018 Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018 DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018 Effect-Abstraction Based Relaxation for Linear Numeric Planning IJCAI 2018 Enhancing Context Knowledge Repositories with Justifiable Exceptions (Extended Abstract) IJCAI 2018 Evaluation Techniques and Systems for Answer Set Programming: a Survey IJCAI 2018 Explainable Certain Answers IJCAI 2018 Exploiting Justifications for Lazy Grounding of Answer Set Programs IJCAI 2018 Extracting Latent Beliefs and using Epistemic Reasoning to Tailor a Chatbot IJCAI 2018 Fact-Alternating Mutex Groups for Classical Planning (Extended Abstract) IJCAI 2018 Finding Crash-Consistency Bugs with Bounded Black-Box Crash Testing OSDI 2018 Finite Controllability of Conjunctive Query Answering with Existential Rules: Two Steps Forward IJCAI 2018 Finite Model Reasoning in Hybrid Classes of Existential Rules IJCAI 2018