Concepedia

Leonard Berrada

LB

Statistics

Publications

8

Citations

189

H-Index

8

Active since

2018

Affiliations

University of Oxford(Current)

Leonard Berrada is an author at University of Oxford specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionArtificial IntelligencePrivacyData PrivacyData Security

Publications per year

2018–2023

8

Publications

8

Smooth Loss Functions for Deep Top-k Classification

Leonard Berrada, Andrew Zisserman, Manish Kumar · arXiv (Cornell University) · 2018 · 53 citations · Full text

Classification Method, Convolutional Neural Network, Machine Vision +14

Unlocking High-Accuracy Differentially Private Image Classification through Scale

Soham De, Leonard Berrada, Jamie Hayes et al. · arXiv (Cornell University) · 2022 · 33 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +17

Training Neural Networks for and by Interpolation

Leonard Berrada, Manish Kumar, Andrew Zisserman · Oxford University Research Archive (ORA) (University of Oxford) · 2020 · 24 citations · Full text

Smooth Loss Functions for Deep Top-k Classification

Leonard Berrada, Andrew Zisserman, Manish Kumar · Oxford University Research Archive (ORA) (University of Oxford) · 2018 · 23 citations · Full text

Deep Frank-Wolfe For Neural Network Optimization

Leonard Berrada, Andrew Zisserman, Manish Kumar · arXiv (Cornell University) · 2018 · 16 citations · Full text

Artificial Intelligence, Structured Prediction, Model Optimization +13

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