Concepedia

Richard Nock

RN

Statistics

Publications

67

Citations

10.5K

H-Index

32

Active since

1998

Affiliations

Sony Computer Science Laboratories(Current)

École Polytechnique

Australian National University

Laboratoire d'Informatique de l'École Polytechnique

Richard Nock is an author at Sony Computer Science Laboratories specializing in computer science, computing, and machine learning.

Publications per year

1998–2022

67

Publications

67

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

Computing, Computer Science, Data Science +14

Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach

Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon et al. · 2017 · 1.4K citations

Computing, Computer Science, Computer Vision +16

Statistical region merging

Richard Nock, Frank Nielsen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 805 citations

Computing, Computer Science, Computer Vision +9

Adaptive Subspaces for Few-Shot Learning

Christian Simon, Piotr Koniusz, Richard Nock et al. · 2020 · 451 citations

Computing, Computer Science, Computer Vision +12

Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption

Stephen Hardy, Wilko Henecka, Hamish Ivey-Law et al. · arXiv (Cornell University) · 2017 · 430 citations · Full text

Computing, Computer Science, Cryptography +15

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