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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 |
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 12:45 |
Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression Ian Covert · Su-In Lee |
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Poster
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Tue 14:00 |
Density of States Estimation for Out of Distribution Detection Warren Morningstar · Cusuh Ham · Andrew Gallagher · Balaji Lakshminarayanan · Alex Alemi · Joshua Dillon |
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Poster
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Wed 12:45 |
Robust hypothesis testing and distribution estimation in Hellinger distance Ananda Theertha Suresh |
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Poster
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Tue 18:30 |
Taming heavy-tailed features by shrinkage Ziwei Zhu · Wenjing Zhou |
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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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Thu 7:30 |
Approximate Data Deletion from Machine Learning Models Zachary Izzo · Mary Anne Smart · Kamalika Chaudhuri · James Zou |
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Poster
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Wed 6:00 |
Foundations of Bayesian Learning from Synthetic Data Harrison Wilde · Jack Jewson · Sebastian Vollmer · Chris Holmes |
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Poster
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Wed 12:45 |
Differentially Private Analysis on Graph Streams Jalaj Upadhyay · Sarvagya Upadhyay · Raman Arora |
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Poster
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Wed 12:45 |
Evading the Curse of Dimensionality in Unconstrained Private GLMs Shuang Song · Thomas Steinke · Om Thakkar · Abhradeep Thakurta |