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Lokesh Nagalapatti

PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect

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Jun 06, 2024
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Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing

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Jan 27, 2024
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Gradient Coreset for Federated Learning

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Jan 13, 2024
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Game of Gradients: Mitigating Irrelevant Clients in Federated Learning

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Oct 23, 2021
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Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets

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Sep 05, 2021
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Data Augmentation for Personal Knowledge Graph Population

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Feb 23, 2020
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