Concepedia

Author

Aditya Golatkar

UCLA Health

Also Known As

Aditya Golatkar, Golatkar, Aditya

28

Publications

181

Citations

8

H-Index

23

Concepts

All Affiliations

UCLA HealthUniversity of California, Los Angeles
AG

About

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

Top Concepts

#ConceptH-IndexPublicationsCitations

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Engineering

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106

2

Computer Science

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4

106

3

Data Science

4

4

106

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Artificial Intelligence

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106

5

Education

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23

Aditya Golatkar

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8

Publications

157

Citations

8

H-Index

YearCitations

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

Mixed Differential Privacy in Computer Vision

Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang,

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

2022

24

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

Aditya Golatkar, Alessandro Achille, Stefano Soatto

2020

23

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

Classification of Breast Cancer Histology Using Deep Learning

Aditya Golatkar, Deepak Anand, Amit Sethi

Lecture notes in computer science

2018

18

Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations

Aditya Golatkar, Alessandro Achille, Stefano Soatto

Lecture notes in computer science

2020

11

SAFE: Machine Unlearning With Shard Graphs

Yonatan Dukler, Benjamin Bowman, Alessandro Achille,

2023

11

CPR: Retrieval Augmented Generation for Copyright Protection

Aditya Golatkar, Alessandro Achille, Luca Zancato,

2024

11

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