Concepedia

Srinadh Bhojanapalli

SB

31

Publications

3.1K

Citations

22

H-Index

2013

Active since

Affiliations

Google (United States)(Current)

Toyota Technological Institute at Chicago

The University of Texas at Austin

University of California, Berkeley

Massachusetts Institute of Technology

Srinadh Bhojanapalli is an author at Google (United States) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningData ScienceApproximation TheoryMathematical ProgrammingInverse ProblemsPattern RecognitionSupervised Learning

Publications per year

2013–2022

31

Publications

31

Exploring Generalization in Deep Learning

Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester et al. · Neural Information Processing Systems · 2017 · 485 citations

Artificial Intelligence, Neural Scaling Law, Engineering +12

Understanding Robustness of Transformers for Image Classification

Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Gläsner et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 378 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Exploring Generalization in Deep Learning

Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester et al. · arXiv (Cornell University) · 2017 · 295 citations · Full text

Artificial Intelligence, Neural Scaling Law, Engineering +12

A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

Behnam Neyshabur, Srinadh Bhojanapalli, Nathan Srebro · International Conference on Learning Representations · 2017 · 253 citations

Mathematical Programming, Generalization Bound, Model Optimization +15

Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks

Behnam Neyshabur, Zhiyuan Li, Srinadh Bhojanapalli et al. · arXiv (Cornell University) · 2018 · 213 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

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