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Hima Patel
Hima Patel
STSM, Research Manager at IBM Research
Verified email at in.ibm.com
Title
Cited by
Cited by
Year
Overview and importance of data quality for machine learning tasks
A Jain, H Patel, L Nagalapatti, N Gupta, S Mehta, S Guttula, S Mujumdar, ...
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
2152020
Data quality for machine learning tasks
N Gupta, S Mujumdar, H Patel, S Masuda, N Panwar, S Bandyopadhyay, ...
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
742021
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets
N Gupta, H Patel, S Afzal, N Panwar, RS Mittal, S Guttula, A Jain, ...
arXiv preprint arXiv:2108.05935, 2021
322021
Data readiness report
S Afzal, C Rajmohan, M Kesarwani, S Mehta, H Patel
2021 IEEE International Conference on Smart Data Services (SMDS), 42-51, 2021
272021
Towards a multi-modal, multi-task learning based pre-training framework for document representation learning
S Pramanik, S Mujumdar, H Patel
arXiv preprint arXiv:2009.14457, 2020
232020
System and method for efficient transmission of patient data
VP Vaidya, HM Patel
US Patent 10,445,465, 2019
192019
Facial expression recognition using neural classifier and fuzzy mapping
A Bhavsar, HM Patel
2005 Annual IEEE India Conference-Indicon, 383-387, 2005
192005
Advances in exploratory data analysis, visualisation and quality for data centric ai systems
H Patel, S Guttula, RS Mittal, N Manwani, L Berti-Equille, A Manatkar
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
162022
Data augmentation for fairness in personal knowledge base population
LS Vannur, B Ganesan, L Nagalapatti, H Patel, MN Tippeswamy
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2021 …, 2021
162021
Link prediction using graph neural networks for master data management
B Ganesan, S Parkala, NR Singh, S Bhatia, G Mishra, MA Pasha, H Patel, ...
arXiv preprint arXiv:2003.04732, 2020
122020
Automatic Assessment of Quality of your Data for AI
H Patel, N Gupta, N Panwar, R Sharma Mittal, S Mehta, S Guttula, ...
5th Joint International Conference on Data Science & Management of Data (9th …, 2022
92022
Data-debugging through interactive visual explanations
S Afzal, A Chaudhary, N Gupta, H Patel, C Spina, D Wang
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2021 …, 2021
72021
Explainable link prediction for privacy-preserving contact tracing
B Ganesan, H Patel, S Mehta
arXiv preprint arXiv:2012.05516, 2020
72020
A neural architecture for person ontology population
B Ganesan, R Dasgupta, A Parekh, H Patel, B Reinwald
arXiv preprint arXiv:2001.08013, 2020
72020
Data augmentation for personal knowledge base population
LS Vannur, B Ganesan, L Nagalapatti, H Patel, MN Thippeswamy
arXiv preprint arXiv:2002.10943, 2020
52020
2nd International Workshop on Data Quality Assessment for Machine Learning
H Patel, F Ishikawa, L Berti-Equille, N Gupta, S Mehta, S Masuda, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
32021
Granite Code Models: A Family of Open Foundation Models for Code Intelligence
M Mishra, M Stallone, G Zhang, Y Shen, A Prasad, AM Soria, M Merler, ...
arXiv preprint arXiv:2405.04324, 2024
22024
A data centric AI framework for automating exploratory data analysis and data quality tasks
H Patel, S Guttula, N Gupta, S Hans, RS Mittal, L N
ACM Journal of Data and Information Quality, 2023
22023
Machine-learning model retraining detection
RS Mittal, L Nagalapatti, N Gupta, H Patel
US Patent App. 17/036,843, 2022
22022
Automatic determination of anatomical correspondences for multimodal field of view correction
H Patel, K Gurumoorthy, S Thiruvenkadam
German Conference on Pattern Recognition, 432-442, 2014
22014
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