Ruhi Sharma Mittal

12 papers A* 5B 2Misc 1Journal 2Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	RAC-GAN: Iterative Dual-Objective Over and Under Sampling for Imbalanced Datasets. ICASSP Nitin Gupta, Shashank Mujumdar, Ruhi Sharma Mittal, Hima Patel
2023	J	`jnl`	A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks. ACM J. Data Inf. Qual. Hima Patel, Shanmukha C. Guttula, Nitin Gupta, Sandeep Hans, Ruhi Sharma Mittal, Lokesh Nagalapatti
2022	A*	`conf`	Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems. KDD Hima Patel, Shanmukha C. Guttula, Ruhi Sharma Mittal, Naresh Manwani, Laure Berti-Équille, Abhijit Manatkar
2022	—	`conf`	Automatic Assessment of Quality of your Data for AI. COMAD/CODS Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
2022	A*	`conf`	Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning. AAAI Lokesh Nagalapatti, Ruhi Sharma Mittal, Ramasuri Narayanam
2021	J	`jnl`	Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets. CoRR 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
2021	A*	`conf`	Data Quality for Machine Learning Tasks. KDD Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
2020	A*	`conf`	Overview and Importance of Data Quality for Machine Learning Tasks. KDD Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
2019	A*	`conf`	Automatic Generation of Leveled Visual Assessments for Young Learners. AAAI Anjali Singh, Ruhi Sharma Mittal, Shubham Atreja, Mourvi Sharma, Seema Nagar, Prasenjit Dey, Mohit Jain
2019	—	`conf`	Content Customization for Micro Learning using Human Augmented AI Techniques. BEA@ACL Ayush Shah, Tamer Abuelsaad, Jae-wook Ahn, Prasenjit Dey, Ravi Kokku, Ruhi Sharma Mittal, Aditya Vempaty, Mourvi Sharma
2018	B	`conf`	Using a Common Sense Knowledge Base to Auto Generate Multi-Dimensional Vocabulary Assessments. EDM Ruhi Sharma Mittal, Seema Nagar, Mourvi Sharma, Utkarsh Dwivedi, Prasenjit Dey, Ravi Kokku
2017	B	`conf`	Tell Me More: Digital Eyes to the Physical World for Early Childhood Learning. EDM Vijay Ekambaram, Ruhi Sharma Mittal, Prasenjit Dey, Ravindranath Kokku, Aditya K. Sinha, Satya V. Nitta