Ashish Khetan - Concepedia

Author

Ashish Khetan

University of Illinois Urbana-Champaign ORCID

Also Known As

Ashish Khetan, Khashabi, Daniel, Khetan, Ashish

Publications

557

Citations

H-Index

Concepts

All Affiliations

University of Illinois Urbana-Champaign Carnegie Mellon University University of Washington Seattle University Amazon (United States)

About

Ashish Khetan is an author at University of Illinois Urbana-Champaign specializing in engineering, machine learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	473
2	Computer Science	8	8	443
3	Business	1	1	29
4	Management	1	1	171
5	Computer Engineering	1	1	11

Ashish Khetan

Publications

506

Citations

H-Index

Page 1

	Year	Citations
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang, Ashish Khetan, Milan Cvitkovic, arXiv (Cornell University) Data RepresentationStructured PredictionEngineeringMachine LearningAutoencoders	2020	171
Learning From Noisy Singly-labeled Data Ashish Khetan, Zachary C. Lipton, Anima Anandkumar arXiv (Cornell University) Artificial IntelligenceData AnnotationEngineeringMachine LearningText Mining	2017	86
PacGAN: The Power of Two Samples in Generative Adversarial Networks Zinan Lin, Ashish Khetan, Giulia Fanti, IEEE Journal on Selected Areas in Information Theory Artificial IntelligenceEngineeringMachine LearningData ScienceGenerative Adversarial Network	2020	51
Robustness of Conditional GANs to Noisy Labels Kiran Koshy Thekumparampil, Ashish Khetan, Zinan Lin, arXiv (Cornell University) Artificial IntelligenceConditional GeneratorsMachine VisionMachine LearningData Science	2018	37
Robustness of conditional GANs to noisy labels Kiran Koshy Thekumparampil, Ashish Khetan, Zinan Lin, Neural Information Processing Systems Artificial IntelligenceConditional GeneratorsMachine VisionMachine LearningData Science	2018	37
Learning From Noisy Singly-labeled Data Ashish Khetan, Zachary C. Lipton, Animashree Anandkumar CaltechAUTHORS (California Institute of Technology)	2017	33
Managing variable-dimension structural optimization problems using generative algorithms Ashish Khetan, Danny J. Lohan, James T. Allison Structural and Multidisciplinary Optimization Model OptimizationEngineeringMachine LearningGenerative AlgorithmsDesign	2015	30
Achieving Budget-optimality with Adaptive Schemes in Crowdsourcing Ashish Khetan, Sewoong Oh arXiv (Cornell University) Artificial IntelligenceCrowdsourcing SystemEngineeringMachine LearningFixed Budget	2016	29
Data-driven Rank Breaking for Efficient Rank Aggregation Ashish Khetan, Sewoong Oh arXiv (Cornell University) Efficient Rank AggregationEngineeringRanking AlgorithmData AggregationLearning To Rank	2016	21
PruneNet: Channel Pruning via Global Importance Ashish Khetan, Zohar Karnin arXiv (Cornell University) Convolutional Neural NetworkSparse RepresentationEngineeringMachine LearningGlobal Importance	2020	11

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