interpretable model

Learning Prescriptive ReLU Networks ICML 2023 Neural-based classification rule learning for sequential data ICLR 2023 On Tackling Explanation Redundancy in Decision Trees (Extended Abstract) IJCAI 2023 ProtoSeg: Interpretable Semantic Segmentation With Prototypical Parts WACV 2023 Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data UAI 2023 Sample Efficient Paradigms for Personalized Assessment of Taskable AI Systems IJCAI 2023 Schema-learning and rebinding as mechanisms of in-context learning and emergence NeurIPS 2023 Sparse Activations for Interpretable Disease Grading MIDL 2023 Weighted Clock Logic Point Process ICLR 2023 Differentially Private Estimation of Heterogeneous Causal Effects CLeaR 2022 Discovering Interpretable Data-to-Sequence Generators AAAI 2022 DNNR: Differential Nearest Neighbors Regression ICML 2022 Explaining Deep Tractable Probabilistic Models: The sum-product network case PGM 2022 Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022 FasterRisk: Fast and Accurate Interpretable Risk Scores NeurIPS 2022 IM2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation EMNLP 2022 Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022 Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022 LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning AAAI 2022 LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022 MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022 Neuro-Symbolic Hierarchical Rule Induction ICML 2022 Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning NeurIPS 2022 Optimizing Binary Decision Diagrams with MaxSAT for Classification AAAI 2022 POETREE: Interpretable Policy Learning with Adaptive Decision Trees ICLR 2022