Concepedia

Author

Shreyas Padhy

Google (United States)

Also Known As

Padhy, Shreyas, Shreyas Padhy

26

Publications

622

Citations

9

H-Index

45

Concepts

All Affiliations

Google (United States)
SP

About

Shreyas Padhy is an author at Google (United States) specializing in engineering, deep learning, and data science.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

6

6

405

2

Medicine

1

1

79

3

Natural Sciences

1

1

18

4

Biostatistics

1

1

71

5

Cognitive Science

1

1

79

Shreyas Padhy

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8

Publications

456

Citations

8

H-Index

YearCitations

Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Jeremiah Zhe Liu, Zi Lin, Shreyas Padhy,

arXiv (Cornell University)

2020

106

Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift

Zachary Nado, Shreyas Padhy, D. Sculley,

arXiv (Cornell University)

2020

95

Using deep Siamese neural networks for detection of brain asymmetries associated with Alzheimer's Disease and Mild Cognitive Impairment

Chin-Fu Liu, Shreyas Padhy, Sandhya Ramachandran,

Magnetic Resonance Imaging

2019

79

A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection

Jie Ren, Stanislav Fort, Jeremiah Zhe Liu,

arXiv (Cornell University)

2021

71

A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness

Jeremiah Zhe Liu, Shreyas Padhy, Jie Ren,

arXiv (Cornell University)

2022

36

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning

Zachary Nado, Neil Band, Mark Collier,

arXiv (Cornell University)

2021

31

Revisiting One-vs-All Classifiers for Predictive Uncertainty and\n Out-of-Distribution Detection in Neural Networks

Shreyas Padhy, Zachary Nado, Jie Ren,

arXiv (Cornell University)

2020

20

Stochastic Solutions to Rough Surface Scattering Using the Finite Element Method

Uday K. Khankhoje, Shreyas Padhy

IEEE Transactions on Antennas and Propagation

2017

18

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