PatternNet and PatternAttribution


Institutions :
Google Brain, TU Berlin
Authors :
Pieter-Jan Kindermans, Kristof T. Schutt & Maximilian Alber, K-R. Müller, Dumitru Erhan & Been Kim, Sven Dahne
Publication :
LEARNING HOW TO EXPLAIN NEURAL NETWORKS: PATTERNNET AND PATTERNATTRIBUTION
Source Code :
https://openreview.net/pdf?id=Hkn7CBaTW
Further Info :
NULL


The LRP Toolbox for Artificial Neural Networks


Institutions :
Fraunhofer, Berlin Institute of Tech., Korea
Authors :
S. Lapuschkin, A. Binder, G. Montavon, K-R. Müller, W. Samek
Publication :
The LRP Toolbox for Artificial Neural Networks, JMLR, 2016
Source Code :
https://github.com/VigneshSrinivasan10/interprettensor
Further Info :
NULL


Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car


Institutions :
NVIDIA, New York University, Google
Authors :
B. Mariusz et. al.
Publication :
Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car
Source Code :
https://github.com/maxritter/SDC-End-to-end-driving
Further Info :
NULL


The Automatic Statistician


Institutions :
Cambridge, MIT
Authors :
J. R. Lloyd, D. Duvenaud, R. Grosse, J. B. Tenenbaum and Z. Ghahramani
Publication :
Automatic Construction and Natural-Language Description of Nonparametric Regression Models, AAAI, 2014
Source Code :
https://github.com/jamesrobertlloyd/gpss-research
Further Info :
https://www.automaticstatistician.com/index/