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James Weimer

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Memory-Consistent Neural Networks for Imitation Learning

Oct 09, 2023
Kaustubh Sridhar, Souradeep Dutta, Dinesh Jayaraman, James Weimer, Insup Lee

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Curating Naturally Adversarial Datasets for Trustworthy AI in Healthcare

Sep 01, 2023
Sydney Pugh, Ivan Ruchkin, Insup Lee, James Weimer

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Detection of Adversarial Physical Attacks in Time-Series Image Data

Apr 27, 2023
Ramneet Kaur, Yiannis Kantaros, Wenwen Si, James Weimer, Insup Lee

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Guaranteed Conformance of Neurosymbolic Models to Natural Constraints

Dec 09, 2022
Kaustubh Sridhar, Souradeep Dutta, James Weimer, Insup Lee

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Towards Alternative Techniques for Improving Adversarial Robustness: Analysis of Adversarial Training at a Spectrum of Perturbations

Jun 13, 2022
Kaustubh Sridhar, Souradeep Dutta, Ramneet Kaur, James Weimer, Oleg Sokolsky, Insup Lee

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Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates

Feb 25, 2022
Souradeep Dutta, Kaustubh Sridhar, Osbert Bastani, Edgar Dobriban, James Weimer, Insup Lee, Julia Parish-Morris

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CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report)

Jul 24, 2021
Yinjun Wu, James Weimer, Susan B. Davidson

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Chef: a cheap and fast pipeline for iteratively cleaning label uncertainties

Jul 19, 2021
Yinjun Wu, James Weimer, Susan B. Davidson

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