MEME: Generating RNN Model Explanations via Model Extraction

MEME: Generating RNN Model Explanations via Model Extraction

13 December 2020

Papers citing "MEME: Generating RNN Model Explanations via Model Extraction"

12 / 12 papers shown

Title
Efficient Algorithms for Generating Provably Near-Optimal Cluster Descriptors for Explainability Prathyush Sambaturu Aparna Gupta Ian Davidson S. S. Ravi A. Vullikanti A. Warren 24 15 0 06 Feb 2020
Learning Deterministic Weighted Automata with Queries and Counterexamples Gail Weiss Yoav Goldberg Eran Yahav TPM 54 45 0 30 Oct 2019
Attention is not not Explanation Sarah Wiegreffe Yuval Pinter XAI AAML FAtt 104 908 0 13 Aug 2019
Global Explanations of Neural Networks: Mapping the Landscape of Predictions Mark Ibrahim Melissa Louie C. Modarres John Paisley FAtt 56 116 0 06 Feb 2019
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 289 2,683 0 12 Sep 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) Been Kim Martin Wattenberg Justin Gilmer Carrie J. Cai James Wexler F. Viégas Rory Sayres FAtt 199 1,837 0 30 Nov 2017
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability Mike Wu M. C. Hughes S. Parbhoo Maurizio Zazzi Volker Roth Finale Doshi-Velez AI4CE 117 282 0 16 Nov 2017
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 161 874 0 22 Mar 2017
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 109 1,244 0 19 Aug 2016
Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models Viktoriya Krakovna Finale Doshi-Velez AI4CE 122 69 0 16 Jun 2016
Object Detectors Emerge in Deep Scene CNNs Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba ObjD 135 1,283 0 22 Dec 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 519 15,861 0 12 Nov 2013

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