Concepedia

Aditya Golatkar

AG

Statistics

Publications

8

Citations

157

H-Index

8

Active since

2018

Affiliations

UCLA Health(Current)

University of California, Los Angeles

Aditya Golatkar is an author at UCLA Health specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningArtificial IntelligenceDeep Neural NetworksPrivacyData PrivacyData Security

Publications per year

2018–2024

8

Publications

8

Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence

Aditya Golatkar, Alessandro Achille, Stefano Soatto · Neural Information Processing Systems · 2019 · 38 citations

Artificial Intelligence, Data Augmentation, Deep Neural Networks +15

Mixed Differential Privacy in Computer Vision

Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 24 citations

Artificial Intelligence, Privacy Protection, Engineering +18

Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks

Aditya Golatkar, Alessandro Achille, Stefano Soatto · 2020 · 23 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +25

Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence

Aditya Golatkar, Alessandro Achille, Stefano Soatto · arXiv (Cornell University) · 2019 · 21 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Classification of Breast Cancer Histology Using Deep Learning

Aditya Golatkar, Deepak Anand, Amit Sethi · Lecture notes in computer science · 2018 · 18 citations · Full text

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