Multimedia Event Detection and Recounting


Institutions :
SRI-International Sarnoff, U. of Massachusett
Authors :
H. Cheng et. al.
Publication :
SRI-Sarnoff AURORA at TRECVID 2014 - Multimedia Event Detection and Recounting
Source Code :
https://www.nist.gov/itl/iad/mig/tools
Further Info :
NULL


Why Should I Trust You?: Explaining the Predictions of Any Classifier


Institutions :
U of Washington
Authors :
M. T. Ribeiro, S. Singh, S. and C. Guestrin
Publication :
Why Should I Trust You?: Explaining the Predictions of Any Classifier, KDD, 2016
Source Code :
https://github.com/marcotcr/lime
Further Info :
NULL


Explaining Recurrent Neural Network Predictions in Sentiment Analysis


Institutions :
Fraunhofer, TU Berlin, Korea University, Max
Authors :
L. Arras, G. Montavon, K-R. Müller and W. Samek
Publication :
Explaining Recurrent Neural Network Predictions in Sentiment Analysis, EMNLP, 2017
Source Code :
https://github.com/ArrasL/LRP_for_LSTM
Further Info :
NULL


Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model


Institutions :
MIT, U of Washington, Columbia
Authors :
B. Letham, C. Rudin, T. McCormick and D. Madigan
Publication :
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model, Annals of Applied Statistics, 2015
Source Code :
https://github.com/nlarusstone/corels
Further Info :
NULL