Concepedia

Ashish Khetan

AK

10

Publications

506

Citations

10

H-Index

2015

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Carnegie Mellon University

University of Washington

Seattle University

Amazon (United States)

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

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningStatisticsArtificial IntelligenceComputer VisionPattern RecognitionSynthetic Image Generation

Publications per year

2015–2020

10

Publications

10

TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Xin Huang, Ashish Khetan, Milan Cvitkovic et al. · arXiv (Cornell University) · 2020 · 171 citations · Full text

Data Representation, Structured Prediction, Engineering +19

Learning From Noisy Singly-labeled Data

Ashish Khetan, Zachary C. Lipton, Anima Anandkumar · arXiv (Cornell University) · 2017 · 86 citations · Full text

Artificial Intelligence, Data Annotation, Engineering +18

PacGAN: The Power of Two Samples in Generative Adversarial Networks

Zinan Lin, Ashish Khetan, Giulia Fanti et al. · IEEE Journal on Selected Areas in Information Theory · 2020 · 51 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Robustness of Conditional GANs to Noisy Labels

Kiran Koshy Thekumparampil, Ashish Khetan, Zinan Lin et al. · arXiv (Cornell University) · 2018 · 37 citations · Full text

Artificial Intelligence, Conditional Generators, Machine Vision +15

Robustness of conditional GANs to noisy labels

Kiran Koshy Thekumparampil, Ashish Khetan, Zinan Lin et al. · Neural Information Processing Systems · 2018 · 37 citations

Artificial Intelligence, Conditional Generators, Machine Vision +15

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