Umang Gupta - Concepedia

Author

Umang Gupta

University of Southern California ORCID

Also Known As

Gupta, Umang, U. K. Gupta, Uditi Gupta, Umang Gupta

Publications

1.1K

Citations

H-Index

Concepts

All Affiliations

University of Southern California Indian Institute of Technology Delhi Carnegie Mellon University

About

Umang Gupta is an author at University of Southern California specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	819
2	Social Sciences	5	5	613
3	Business	1	1	12
4	Language Studies	1	1	24
5	Management	1	1	118

Umang Gupta

Publications

930

Citations

H-Index

Page 1

	Year	Citations
Understanding Emotions in Text Using Deep Learning and Big Data Ankush Chatterjee, Umang Gupta, Manoj Kumar Chinnakotla, Computers in Human Behavior Natural Language ProcessingEngineeringData ScienceNlp TaskAffective Computing	2018	372
Deep Generative Dual Memory Network for Continual Learning Nitin Kamra, Umang Gupta, Yan Liu arXiv (Cornell University) Continual LearningGenerative SystemEngineeringMachine LearningMemory System	2017	124
StockNet—GRU based stock index prediction Umang Gupta, Vandana Bhattacharjee, Partha Sarathi Bishnu Expert Systems with Applications Financial AnalyticsEngineeringData SciencePredictive AnalyticsKnowledge Discovery	2022	118
A Sentiment-and-Semantics-Based Approach for Emotion Detection in Textual Conversations Umang Gupta, Ankush Chatterjee, Radhakrishnan Srikanth, arXiv (Cornell University) EngineeringMachine LearningCommunicationMultimodal Sentiment AnalysisDeep Learning Model	2017	82
Secure neuroimaging analysis using federated learning with homomorphic encryption Dimitris Stripelis, Hamza Saleem, Tanmay Ghai,	2021	60
Policy Learning for Continuous Space Security Games Using Neural Networks Nitin Kamra, Umang Gupta, Fei Fang, Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceConvolutional Neural NetworkEquilibrium StrategiesMachine LearningEngineering	2018	32
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal Umang Gupta, Jwala Dhamala, Varun Kumar, Findings of the Association for Computational Linguistics: ACL 2022 Gendered PerceptionEngineeringCounterfactual Role ReversalLanguage LearningLanguage Processing	2022	24
Deep transfer learning with ontology for image classification Umang Gupta, Santanu Chaudhury Image ClassificationConvolutional Neural NetworkImage AnalysisMachine LearningData Science	2015	20
Personality Traits Identification Using Rough Sets Based Machine Learning Umang Gupta, Niladri Chatterjee Rough SetsEngineeringMachine LearningBiometricsBehavior Prediction	2013	19
Attributing Fair Decisions with Attention Interventions Ninareh Mehrabi, Umang Gupta, Fred Morstatter,	2022	19

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