interpretable model

Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time CVPR 2025 Restyling Unsupervised Concept Based Interpretable Networks with Generative Models ICLR 2025 Semantic-Aware Interpretable Multimodal Music Auto-Tagging Interspeech 2025 TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction CVPR 2025 Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach ACL 2025 Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models AAAI 2025 Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models NAACL 2025 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 A Functional Extension of Semi-Structured Networks NeurIPS 2024 A General Theoretical Framework for Learning Smallest Interpretable Models AAAI 2024 Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NeurIPS 2024 Analyzing Semantic Change through Lexical Replacements ACL 2024 A Submodular Optimization Approach to Accountable Loan Approval AAAI 2024 Atomic Inference for NLI with Generated Facts as Atoms EMNLP 2024 B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable NeurIPS 2024 CNN Kernels Can Be the Best Shapelets ICLR 2024 Coarse-to-Fine Concept Bottleneck Models NeurIPS 2024 Concept Bottleneck Generative Models ICLR 2024 Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models NeurIPS 2024 Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems NeurIPS 2024 Explaining Datasets in Words: Statistical Models with Natural Language Parameters NeurIPS 2024 Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency AAAI 2024 Generative Model for Decision Trees AAAI 2024 Incremental Residual Concept Bottleneck Models CVPR 2024 Interpretable Mesomorphic Networks for Tabular Data NeurIPS 2024