interpretable machine learning

Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection AAAI 2026 MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning ACL 2026 To make someone do something: mining alert-style directives in Bulgarian social media for low-resource language modelling EACL 2026 A Bit of This, a Bit of That: Building a Genre and Topic Annotated Dataset of Historical Newspaper Articles with Soft Labels and Confidence Scores NAACL 2025 AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025 BoolXAI: Explainable AI Using Expressive Boolean Formulas AAAI 2025 ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025 Counterfactual Explanations for Continuous Action Reinforcement Learning IJCAI 2025 Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025 Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location AAAI 2025 GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025 How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025 Interpretable DNFs IJCAI 2025 Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025 IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025 Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025 Large Language Models are Interpretable Learners ICLR 2025 Learning Optimal Oblique Decision Trees with (Max)SAT IJCAI 2025 LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision ICLR 2025 MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025 Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time CVPR 2025 SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions ICCV 2025 Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval IJCAI 2024 Atomic Inference for NLI with Generated Facts as Atoms EMNLP 2024 B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable NeurIPS 2024