{"total":14,"rows":[{"id":"2207.14526","title":"Leveraging Explanations in Interactive Machine Learning: An Overview","created":"2022-07-29","cited_by_count":53,"area":null},{"id":"2205.15769","title":"Concept-level Debugging of Part-Prototype Networks","created":"2022-05-31","cited_by_count":52,"area":null},{"id":"2309.07742","title":"Interpretability is in the Mind of the Beholder: A Causal Framework for Human-interpretable Representation Learning","created":"2023-09-14","cited_by_count":22,"area":null},{"id":"2107.13668","title":"Discovering User-Interpretable Capabilities of Black-Box Planning Agents","created":"2021-07-28","cited_by_count":10,"area":null},{"id":"2601.09072","title":"Human-AI Co-design for Clinical Prediction Models","created":"2026-01-14","cited_by_count":9,"area":null},{"id":"2403.14566","title":"A survey on Concept-based Approaches For Model Improvement","created":"2024-03-21","cited_by_count":8,"area":null},{"id":"2205.06905","title":"Perspectives on Incorporating Expert Feedback into Model Updates","created":"2022-05-13","cited_by_count":7,"area":null},{"id":"2402.06287","title":"AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems","created":"2024-02-09","cited_by_count":7,"area":null},{"id":"2306.04806","title":"Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings (Extended Version)","created":"2023-06-07","cited_by_count":6,"area":null},{"id":"2109.11160","title":"Toward a Unified Framework for Debugging Concept-based Models","created":"2021-09-23","cited_by_count":4,"area":null},{"id":"2402.14726","title":"Incorporating Expert Rules into Neural Networks in the Framework of Concept-Based Learning","created":"2024-02-22","cited_by_count":3,"area":null},{"id":"2401.04647","title":"Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks","created":"2024-01-09","cited_by_count":2,"area":null},{"id":"2312.12102","title":"I-CEE: Tailoring Explanations of Image Classification Models to User Expertise","created":"2023-12-19","cited_by_count":1,"area":null},{"id":"2406.19897","title":"FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert Rules","created":"2024-06-28","cited_by_count":1,"area":null}],"next_cursor":null}