Patents

Lokesh Nagalapatti, Ramasuri Narayanam, Ruhi Sharma Mittal, Sambaran Bandyopadhyay (2023). Generating task-specific training data. USPTO.

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Lokesh Nagalapatti, Ramasuri Narayanam, Ruhi Sharma Mittal, Hima Patel (2022). Data Quality Assessment for Unsupervised Machine Learning. USPTO.

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Lokesh Nagalapatti, Ruhi Sharma Mittal, Nitin Gupta, Hima Patel (2022). Machine-learning model retraining detection. USPTO.

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Hima Patel, Lokesh Nagalapatt, Naveen Panwar, Nitin Gupta, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha Chaitanya Guttula, Shazia Afzal (2022). Quality assessment of machine-learning model dataset. USPTO.

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Lokesh Nagalapatti, Ramasuri Narayanam, Ruhi Sharma Mittal, Sambaran Bandyopadhyay (2021). Federated machine learning based on partially secured spatio-temporal data. USPTO.

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Lokesh Nagalapatti, Ruhi Sharma Mittal, Hima Patel, Nitin Gupta (2021). Training sample set generation from imbalanced data in view of user goals. USPTO.

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Lokesh Nagalapatti, Ruhi Sharma Mittal, Ramasuri Narayanam, Sameep Mehta (2021). Federated Learning Data Source selection. USPTO.

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Lokesh Nagalapatti, Ramasuri Narayanam, Ruhi Sharma Mittal, Sambaran Bandyopadhyay (2021). Automatically detecting outliers in federated data. USPTO.

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