Shanmukha Guttula

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

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

Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems

Hima Patel, Shanmukha Guttula, Ruhi Sharma Mittal et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 21 citations

Artificial Intelligence, Engineering, Machine Learning +18