conftrace_

interpretable model

158 papers

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Co-occurring keywords

neural network (6616) interpretable machine learning (140) decision tree (322) feature selection (649) attention mechanism (4001) large language model (13587) model interpretability (519) feature learning (1311) representation learning (6206) concept bottleneck model (43)

Papers

Optimizing Binary Decision Diagrams with MaxSAT for Classification AAAI 2022
Discovering Interpretable Data-to-Sequence Generators AAAI 2022
Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities AAAI 2022
FasterRisk: Fast and Accurate Interpretable Risk Scores NIPS 2022
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection NIPS 2022
DNNR: Differential Nearest Neighbors Regression ICML 2022
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text AACL 2022
Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022
Neuro-Symbolic Hierarchical Rule Induction ICML 2022
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning NIPS 2022
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text IJCNLP 2022
LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning AAAI 2022
Fair and Interpretable Algorithmic Hiring using Evolutionary Many Objective Optimization AAAI 2021
Convex Polytope Trees NIPS 2021
Few-Shot Data-Driven Algorithms for Low Rank Approximation NIPS 2021
Self-Interpretable Model with Transformation Equivariant Interpretation NIPS 2021
Interpretable Deep Generative Recommendation Models JMLR 2021
What Changed? Interpretable Model Comparison IJCAI 2021
Interpretable Visual Reasoning via Induced Symbolic Space ICCV 2021
Neural Prototype Trees for Interpretable Fine-Grained Image Recognition CVPR 2021
Asking the Right Questions: Learning Interpretable Action Models Through Query Answering AAAI 2021
Creating Interpretable Data-Driven Approaches for Remote Health Monitoring AAAI 2021
Unified Dual-view Cognitive Model for Interpretable Claim Verification ACL 2021
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021