Search Results for author: Harshad Kulkarni

Found 2 papers, 0 papers with code

Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers

no code implementations16 Feb 2023 Melissa Hall, Bobbie Chern, Laura Gustafson, Denisse Ventura, Harshad Kulkarni, Candace Ross, Nicolas Usunier

These metrics successfully incentivized performance improvements on person-centric tasks such as face analysis and are used to understand risks of modern models.

Fairness Multi-Label Image Classification +1

Demystifying the Data Need of ML-surrogates for CFD Simulations

no code implementations5 May 2022 Tongtao Zhang, Biswadip Dey, Krishna Veeraraghavan, Harshad Kulkarni, Amit Chakraborty

Computational fluid dynamics (CFD) simulations, a critical tool in various engineering applications, often require significant time and compute power to predict flow properties.

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