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Picture for Samyadeep Basu

Semi-Supervised Few-Shot Intent Classification and Slot Filling


Sep 17, 2021
Samyadeep Basu, Karine lp Kiun Chong, Amr Sharaf, Alex Fischer, Vishal Rohra, Michael Amoake, Hazem El-Hammamy, Ehi Nosakhare, Vijay Ramani, Benjamin Han


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Influence Functions in Deep Learning Are Fragile


Jun 25, 2020
Samyadeep Basu, Philip Pope, Soheil Feizi

* Under Review 

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Privacy Leakage Avoidance with Switching Ensembles


Nov 18, 2019
Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu


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Second-Order Group Influence Functions for Black-Box Predictions


Nov 01, 2019
Samyadeep Basu, Xuchen You, Soheil Feizi


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Membership Model Inversion Attacks for Deep Networks


Oct 09, 2019
Samyadeep Basu, Rauf Izmailov, Chris Mesterharm

* NeurIPS 2019, Workshop on Privacy in Machine Learning 

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