interpretable model

Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities AAAI 2022 This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text AACL 2022 Washing The Unwashable : On The (Im)possibility of Fairwashing Detection NeurIPS 2022 Accuracy, Interpretability, and Differential Privacy via Explainable Boosting ICML 2021 A Framework to Learn with Interpretation NeurIPS 2021 Asking the Right Questions: Learning Interpretable Action Models Through Query Answering AAAI 2021 BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders ICML 2021 Convex Polytope Trees NeurIPS 2021 Creating Interpretable Data-Driven Approaches for Remote Health Monitoring AAAI 2021 Fair and Interpretable Algorithmic Hiring using Evolutionary Many Objective Optimization AAAI 2021 Few-Shot Data-Driven Algorithms for Low Rank Approximation NeurIPS 2021 Hybrid Predictive Models: When an Interpretable Model Collaborates with a Black-box Model JMLR 2021 Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL 2021 Interpretable Deep Generative Recommendation Models JMLR 2021 Interpretable Sequence Classification via Discrete Optimization AAAI 2021 Interpretable Visual Reasoning via Induced Symbolic Space ICCV 2021 LassoNet: A Neural Network with Feature Sparsity JMLR 2021 Learning Accurate and Interpretable Decision Rule Sets from Neural Networks AAAI 2021 Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach NeurIPS 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Neural Prototype Trees for Interpretable Fine-Grained Image Recognition CVPR 2021 Predicting and Explaining French Grammatical Gender NAACL 2021 pRSL: Interpretable multi-label stacking by learning probabilistic rules UAI 2021 Self-Interpretable Model with Transformation Equivariant Interpretation NeurIPS 2021 TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021