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Shanmukha Guttula
Shanmukha Guttula
Advisory Research Engineer, IBM Research Labs
Geverifieerd e-mailadres voor in.ibm.com
Titel
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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
1952020
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
702021
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
292021
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
Automatic Assessment of Quality of your Data for AI
H Patel, N Gupta, N Panwar, R Sharma Mittal, S Mehta, S Guttula, ...
Proceedings of the 5th Joint International Conference on Data Science …, 2022
82022
Development of an enterprise-grade contract understanding system
A Agarwal, L Chiticariu, PC Raman, M Danilevsky, D Ghazi, A Gupta, ...
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
42021
& Munigala, V.(2020, August). Overview and importance of data quality for machine learning tasks
A Jain, H Patel, L Nagalapatti, N Gupta, S Mehta, S Guttula
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 0
3
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 15 (4), 1-26, 2023
12023
Contrasting document-embedded structured data and generating summaries thereof
A Gupta, V Munigala, A Agarwal, SC Guttula, MH Vasa
US Patent 11,500,840, 2022
12022
Data transformation methodology using generated program code and token mappings
SC Guttula, PK Lohia, N Gupta, H Patel
US Patent 11,928,126, 2024
2024
Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems
NA Kumar, N Gupta, S Guttula, H Patel
arXiv preprint arXiv:2307.03966, 2023
2023
Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems
N Ashok Kumar, N Gupta, S Guttula, H Patel
arXiv e-prints, arXiv: 2307.03966, 2023
2023
Data Transformations for Mapping Enterprise Applications
R Ramalingam, N Surabathina, T Mruthyunjaya, N Gupta, PK Lohia, ...
US Patent App. 17/456,854, 2023
2023
Identification of changes between document versions
A Agarwal, V Munigala, MH Vasa, S Guttula, A Gupta, NG Phan
US Patent 11,630,869, 2023
2023
Automatically improving data annotations by processing annotation properties and user feedback
SC Guttula, N Gupta, PK Lohia, H Patel
US Patent App. 17/494,987, 2023
2023
Classifying data from de-identified content
A Kannan, B Ganesan, SC Guttula
US Patent App. 17/238,567, 2022
2022
Quality assessment of machine-learning model dataset
H Patel, L Nagalapatti, N Panwar, N Gupta, RS Mittal, S Mehta, ...
US Patent App. 17/035,111, 2022
2022
Document Structure Measure for Hypernym discovery
A Kannan, SC Guttula, B Ganesan, HP Karanam, A Kumar
arXiv preprint arXiv:1811.12728, 2018
2018
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