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Poster
Wed 6:00 Interpretable Random Forests via Rule Extraction
Clément Bénard · Gérard Biau · Sébastien da Veiga · Erwan Scornet
Poster
Wed 6:00 CONTRA: Contrarian statistics for controlled variable selection
Mukund Sudarshan · Aahlad Puli · Lakshmi Subramanian · Sriram Sankararaman · Rajesh Ranganath
Poster
Wed 6:00 An Analysis of LIME for Text Data
Dina Mardaoui · Damien Garreau
Poster
Wed 6:00 Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
Lisa Schut · Oscar Key · Rory Mc Grath · Luca Costabello · Bogdan Sacaleanu · medb corcoran · Yarin Gal
Poster
Wed 12:45 Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression
Ian Covert · Su-In Lee