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inductive logic programming

68 papers

ILP

Papers

Neuro-Symbolic Hierarchical Rule Induction ICML 2022 Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022 On the Complexity of Inductively Learning Guarded Clauses AAAI 2022 Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data IJCAI 2022 Abductive Knowledge Induction from Raw Data IJCAI 2021 Constraint-Driven Learning of Logic Programs AAAI 2021 Differentiable Inductive Logic Programming for Structured Examples AAAI 2021 GENSYNTH: Synthesizing Datalog Programs without Language Bias AAAI 2021 Knowledge Refactoring for Inductive Program Synthesis AAAI 2021 Lifting Symmetry Breaking Constraints with Inductive Logic Programming IJCAI 2021 Scalable Non-observational Predicate Learning in ASP IJCAI 2021 Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning IJCAI 2020 FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria AAAI 2020 Forgetting to Learn Logic Programs AAAI 2020 Induction of Subgoal Automata for Reinforcement Learning AAAI 2020 Learning Large Logic Programs By Going Beyond Entailment IJCAI 2020 Learn to Explain Efficiently via Neural Logic Inductive Learning ICLR 2020 Least General Generalizations in Description Logic: Verification and Existence AAAI 2020 Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming COLING 2020 Turning 30: New Ideas in Inductive Logic Programming IJCAI 2020 Anytime Bottom-Up Rule Learning for Knowledge Graph Completion IJCAI 2019 Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME AAAI 2019 Logical Explanations for Deep Relational Machines Using Relevance Information JMLR 2019 Meta-Interpretive Learning Using HEX-Programs IJCAI 2019 Neural Logic Reinforcement Learning ICML 2019