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Poster
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Tue 14:00 |
Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning Chong Liu · Yuqing Zhu · Kamalika Chaudhuri · Yu-Xiang Wang |
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Poster
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Wed 6:00 |
CONTRA: Contrarian statistics for controlled variable selection Mukund Sudarshan · Aahlad Puli · Lakshmi Subramanian · Sriram Sankararaman · Rajesh Ranganath |
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Poster
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Wed 6:00 |
An Analysis of LIME for Text Data Dina Mardaoui · Damien Garreau |
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Poster
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Wed 6:00 |
Interpretable Random Forests via Rule Extraction Clément Bénard · Gérard Biau · Sébastien da Veiga · Erwan Scornet |
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Poster
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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 |
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Poster
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Wed 12:45 |
Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression Ian Covert · Su-In Lee |
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Invited Talk
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Wed 16:00 |
Veridical Data Science: The Practice of Responsible Data Analysis and Decision-Making Bin Yu |
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Poster
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Thu 7:30 |
Efficient Computation and Analysis of Distributional Shapley Values Yongchan Kwon · Manuel A. Rivas · James Zou |