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Explainable Models

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Showing 101–125 of 128 papers

TitleStatusHype
Mixture of Linear Models Co-supervised by Deep Neural Networks—0
UAlberta at SemEval-2021 Task 2: Determining Sense Synonymy via Translations—0
When and How to Fool Explainable Models (and Humans) with Adversarial ExamplesCode0
An XAI Approach to Deep Learning Models in the Detection of DCIS—0
Causality in Neural Networks -- An Extended Abstract—0
Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine LearningCode0
Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases—0
Relational Boosted BanditsCode0
Investigating ADR mechanisms with knowledge graph mining and explainable AI—0
Dependency Decomposition and a Reject Option for Explainable Models—0
A Language-Based Approach to Fake News Detection Through Interpretable Features and BRNN—0
Learning Explainable Interventions to Mitigate HIV Transmission in Sex Workers Across Five States in India—0
EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood GenerationCode0
Learning to learn generative programs with Memoised Wake-Sleep—0
Context-based Automated Scoring of Complex Mathematical Responses—0
Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning—0
Retrieving and Highlighting Action with Spatiotemporal Reference—0
The Pragmatic Turn in Explainable Artificial Intelligence (XAI)—0
Explainable Machine Learning Control -- robust control and stability analysis—0
AAAI FSS-19: Human-Centered AI: Trustworthiness of AI Models and Data Proceedings—0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Variable Selection with Copula EntropyCode0
Fair-by-design explainable models for prediction of recidivism—0
The Challenge of Imputation in Explainable Artificial Intelligence Models—0
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning—0
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