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Sumit Pai
Sumit Pai
Master Data Scientist @ Deloitte AI Center of Excellence. Former: Accenture Labs
Verified email at deloitte.com
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Cited by
Year
AmpliGraph: a library for representation learning on knowledge graphs
L Costabello, S Pai, C Le Van, R McGrath, N McCarthy, P Tabacof
Retrieved Oct 10, 2019, 2019
73*2019
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes
S Pai, L Costabello
30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021
172021
Knowledge graph embeddings tutorial: From theory to practice
L Costabello, S Pai, N McCarthy, A Janik
24th European Conference on Artificial Intelligence - Tutorials (ECAI-20), 2020
8*2020
Systems and methods driven by link-specific numeric information for predicting associations based on predicate types
S Pai, L Costabello
US Patent 11,593,665, 2023
52023
MatKG: The Largest Knowledge Graph in Materials Science--Entities, Relations, and Link Prediction through Graph Representation Learning
V Venugopal, S Pai, E Olivetti
arXiv preprint arXiv:2210.17340, 2022
52022
Utilizing machine learning models for data-driven customer segmentation
L Costabello, S Pai, F Brennan, A Janik
US Patent App. 17/449,506, 2022
42022
Systems And Methods For Prioritizing The Selection Of Targeted Genes Associated With Diseases For Drug Discovery Based On Human Data
UL Qurrat, M Zayats, P Moreau, F Brennan, S Pai, L Costabello, ...
US Patent App. 16/818,412, 2021
22021
Multi-modal visual question answering system
L Costabello, N McCarthy, R McGrath, S Pai
US Patent 10,949,718, 2021
22021
Background Knowledge Injection for Interpretable Sequence Classification
S Gsponer, L Costabello, C Le Van, S Pai, C Gueret, G Ifrim, F Lecue
Insight 16, 19, 2019
22019
Exploration of Open Large Language Models for eDiscovery
S Pai, S Lahiri, U Kumar, K Baksi, E Soba, M Suesserman, N Pudota, ...
Proceedings of the Natural Legal Language Processing Workshop, EMNLP 2023 …, 2023
12023
Generating hypothesis candidates associated with an incomplete knowledge graph
S Pai, L Costabello
US Patent App. 16/952,941, 2022
12022
Unsupervised Customer Segmentation with Knowledge Graph Embeddings
S Pai, F Brennan, A Janik, T Correia, L Costabello
Companion Track of the 31st International World Wide Web Conference (WWW'22), 2022
12022
Incrementally training a knowledge graph embedding model from biomedical knowledge graphs
S Pai, L Costabello
US Patent App. 18/047,446, 2024
2024
Intelligent Collaborative Decision Generation System with Iterative Prediction of Link Set in Knowledge Graph
C Gueret, S Pai, L Costabello, R McGrath
US Patent App. 18/333,093, 2023
2023
Intelligent Collaborative Decision Generation System with Link Prediction Assisted by User Feedback
C Gueret, S Pai, L Costabello, R McGrath
US Patent App. 18/333,200, 2023
2023
Methods and Systems for Approximating Embeddings of Out-Of-Knowledge-Graph Entities for Link Prediction in Knowledge Graph
A Janik, S Pai, L Costabello
US Patent App. 17/514,512, 2023
2023
System for multi-task distribution learning with numeric-aware knowledge graphs
N McCarthy, S Pai, L Costabello
US Patent 11,593,666, 2023
2023
Methods and Systems for Generating Example-Based Explanations of Link Prediction Models in Knowledge Graphs
A Janik, L Costabello, S Pai
US Patent App. 17/329,627, 2022
2022
The Largest Knowledge Graph in Materials Science-Entities, Relations, and Link Prediction through Graph Representation Learning
V Venugopal, S Pai, E Olivetti
AI for Accelerated Materials Design NeurIPS 2022 Workshop, 2022
2022
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