Local Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections

5 October 2018

Papers citing "Local Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections"

15 / 15 papers shown

Title
Deep Learning Approaches for Seizure Video Analysis: A Review David Ahmedt-Aristizabal M. Armin Zeeshan Hayder Norberto Garcia-Cairasco Lars Petersson Clinton Fookes Simon Denman A. McGonigal 110 21 0 18 Dec 2023
Towards Interpretable Classification of Leukocytes based on Deep Learning S. Röhrl Johannes Groll M. Lengl Simon Schumann C. Klenk D. Heim Martin Knopp Oliver Hayden Klaus Diepold 54 2 0 24 Nov 2023
Causality-Aware Local Interpretable Model-Agnostic Explanations Martina Cinquini Riccardo Guidotti CML 80 1 0 10 Dec 2022
Integrating Prior Knowledge in Post-hoc Explanations Adulam Jeyasothy Thibault Laugel Marie-Jeanne Lesot Christophe Marsala Marcin Detyniecki 31 6 0 25 Apr 2022
LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations Weronika Hryniewska Adrianna Grudzieñ P. Biecek FAtt 78 3 0 15 Nov 2021
ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI Samuel Hess G. Ditzler AAML 76 1 0 22 Oct 2021
Benchmarking and Survey of Explanation Methods for Black Box Models F. Bodria F. Giannotti Riccardo Guidotti Francesca Naretto D. Pedreschi S. Rinzivillo XAI 120 233 0 25 Feb 2021
Towards interpreting ML-based automated malware detection models: a survey Yuzhou Lin Xiaolin Chang 114 7 0 15 Jan 2021
Why model why? Assessing the strengths and limitations of LIME Jurgen Dieber S. Kirrane FAtt 89 102 0 30 Nov 2020
Is there a role for statistics in artificial intelligence? Sarah Friedrich G. Antes S. Behr Harald Binder W. Brannath ... H. Leitgöb Markus Pauly A. Steland A. Wilhelm T. Friede 39 49 0 13 Sep 2020
Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey Arun Das P. Rad XAI 179 606 0 16 Jun 2020
Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis William Briguglio Sherif Saad AAML 13 3 0 27 Jan 2020
A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework Homayun Afrabandpey Tomi Peltola Juho Piironen Aki Vehtari Samuel Kaski 70 3 0 21 Oct 2019
AI for Explaining Decisions in Multi-Agent Environments Sarit Kraus A. Azaria J. Fiosina Maike Greve Noam Hazon L. Kolbe Tim-Benjamin Lembcke J. P. Müller Sören Schleibaum M. Vollrath 66 40 0 10 Oct 2019
Projective Inference in High-dimensional Problems: Prediction and Feature Selection Juho Piironen Markus Paasiniemi Aki Vehtari 74 96 0 04 Oct 2018