Ruhi Sharma Mittal

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Cell Suppression

Top Venues

Publications

Hima Patel, Shanmukha C. Guttula, Nitin Gupta, Sandeep Hans, Ruhi Sharma Mittal, Lokesh Nagalapatti
A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks. ACM J. Data Inf. Qual. 15 (4) (2023)
Lokesh Nagalapatti, Ruhi Sharma Mittal, Ramasuri Narayanam
Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning. AAAI (2022)
Hima Patel, Shanmukha C. Guttula, Ruhi Sharma Mittal, Naresh Manwani, Laure Berti-Équille, Abhijit Manatkar
Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems. KDD (2022)
Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
Automatic Assessment of Quality of your Data for AI. COMAD/CODS (2022)
Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
Data Quality for Machine Learning Tasks. KDD (2021)
Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha C. Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets. CoRR (2021)
Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
Overview and Importance of Data Quality for Machine Learning Tasks. KDD (2020)
Anjali Singh, Ruhi Sharma Mittal, Shubham Atreja, Mourvi Sharma, Seema Nagar, Prasenjit Dey, Mohit Jain
Automatic Generation of Leveled Visual Assessments for Young Learners. AAAI (2019)
Ayush Shah, Tamer Abuelsaad, Jae-wook Ahn, Prasenjit Dey, Ravi Kokku, Ruhi Sharma Mittal, Aditya Vempaty, Mourvi Sharma
Content Customization for Micro Learning using Human Augmented AI Techniques. BEA@ACL (2019)
Ruhi Sharma Mittal, Seema Nagar, Mourvi Sharma, Utkarsh Dwivedi, Prasenjit Dey, Ravi Kokku
Using a Common Sense Knowledge Base to Auto Generate Multi-Dimensional Vocabulary Assessments. EDM (2018)
Vijay Ekambaram, Ruhi Sharma Mittal, Prasenjit Dey, Ravindranath Kokku, Aditya K. Sinha, Satya V. Nitta
Tell Me More: Digital Eyes to the Physical World for Early Childhood Learning. EDM (2017)