| Explainable and Trustworthy Traffic Sign Detection for Safe Autonomous Driving: An Inductive Logic Programming Approach | Aug 30, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Inductive Learning of Declarative Domain-Specific Heuristics for ASP | Aug 30, 2023 | Inductive LearningInductive logic programming | —Unverified | 0 |
| Towards One-Shot Learning for Text Classification using Inductive Logic Programming | Aug 30, 2023 | ClassificationCommon Sense Reasoning | CodeCode Available | 0 |
| "Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming | Aug 30, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Deep Inductive Logic Programming meets Reinforcement Learning | Aug 30, 2023 | Inductive logic programmingreinforcement-learning | —Unverified | 0 |
| Human Comprehensible Active Learning of Genome-Scale Metabolic Networks | Aug 24, 2023 | Active LearningExperimental Design | —Unverified | 0 |
| Learning MDL logic programs from noisy data | Aug 18, 2023 | Drug DesignInductive logic programming | CodeCode Available | 0 |
| Learning logic programs by discovering higher-order abstractions | Aug 16, 2023 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 |
| Learning Logic Specifications for Soft Policy Guidance in POMCP | Mar 16, 2023 | Inductive logic programming | CodeCode Available | 0 |
| Generalisation Through Negation and Predicate Invention | Jan 18, 2023 | Inductive logic programmingNegation | CodeCode Available | 0 |
| A Divide-Align-Conquer Strategy for Program Synthesis | Jan 8, 2023 | ARCInductive logic programming | —Unverified | 0 |
| A Model for Intelligible Interaction Between Agents That Predict and Explain | Jan 4, 2023 | Inductive logic programming | CodeCode Available | 0 |
| Relational program synthesis with numerical reasoning | Oct 3, 2022 | Inductive logic programmingProgram Synthesis | CodeCode Available | 1 |
| Constraint-driven multi-task learning | Aug 24, 2022 | Inductive logic programmingMulti-Task Learning | —Unverified | 0 |
| Differentiable Inductive Logic Programming in High-Dimensional Space | Aug 13, 2022 | Inductive logic programmingVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Learning programs with magic values | Aug 5, 2022 | Drug DesignInductive logic programming | CodeCode Available | 1 |
| A Model-Oriented Approach for Lifting Symmetries in Answer Set Programming | Aug 5, 2022 | Inductive logic programming | —Unverified | 0 |
| Temporal Inductive Logic Reasoning over Hypergraphs | Jun 9, 2022 | Inductive logic programmingKnowledge Graphs | CodeCode Available | 0 |
| Learning logic programs by combining programs | Jun 1, 2022 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 |
| Composition of Relational Features with an Application to Explaining Black-Box Predictors | Jun 1, 2022 | Inductive logic programming | CodeCode Available | 0 |
| Explanatory machine learning for sequential human teaching | May 20, 2022 | BIG-bench Machine LearningInductive logic programming | CodeCode Available | 0 |
| Efficient lifting of symmetry breaking constraints for complex combinatorial problems | May 14, 2022 | Inductive logic programming | CodeCode Available | 0 |
| Learning First-Order Rules with Differentiable Logic Program Semantics | Apr 28, 2022 | Inductive logic programming | —Unverified | 0 |
| An Interactive Explanatory AI System for Industrial Quality Control | Mar 17, 2022 | BIG-bench Machine LearningDefect Detection | —Unverified | 0 |
| Learning logic programs by discovering where not to search | Feb 20, 2022 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 |
