Concepedia

Lokesh Nagalapatti

LN

3

Publications

319

Citations

3

H-Index

2020

Active since

Affiliations

IBM Research - India(Current)

Lokesh Nagalapatti is an author at IBM Research - India specializing in knowledge discovery, data management, and computer science.

Top concepts

Big DataData MiningEngineeringData ScienceData ManagementComputer ScienceData IntegrationMachine LearningKnowledge DiscoveryManagement

Publications per year

2020–2022

3

Publications

3

Overview and Importance of Data Quality for Machine Learning Tasks

Abhinav Jain, Hima Patel, Lokesh Nagalapatti et al. · 2020 · 270 citations

Artificial Intelligence, Engineering, Machine Learning +17

Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning

Lokesh Nagalapatti, Ruhi Sharma Mittal, Ramasuri Narayanam · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 28 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets

Nitin Gupta, Hima Patel, Shazia Afzal et al. · arXiv (Cornell University) · 2021 · 21 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

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