Ruhi Sharma Mittal

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

Data Quality for Machine Learning Tasks

Nitin Gupta, Shashank Mujumdar, Hima Patel et al. · 2021 · 92 citations

Engineering, Machine Learning, Machine Learning Tool +18

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

A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks

Hima Patel, Shanmukha Guttula, Nitin Gupta et al. · Journal of Data and Information Quality · 2023 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +26

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