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Kaustubh Sridhar

Automating Weak Label Generation for Data Programming with Clinicians in the Loop

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Jul 10, 2024
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Memory-Consistent Neural Networks for Imitation Learning

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Oct 09, 2023
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Guaranteed Conformance of Neurosymbolic Models to Natural Constraints

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Dec 09, 2022
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Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning

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Dec 02, 2022
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CODiT: Conformal Out-of-Distribution Detection in Time-Series Data

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Jul 24, 2022
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Towards Alternative Techniques for Improving Adversarial Robustness: Analysis of Adversarial Training at a Spectrum of Perturbations

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Jun 13, 2022
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Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates

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Feb 25, 2022
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Robust Learning via Persistency of Excitation

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Jun 11, 2021
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