Concepedia

Roman Garnett

RG

Statistics

Publications

51

Citations

5K

H-Index

26

Active since

2005

Affiliations

Washington University in St. Louis(Current)

University of Oxford

Carnegie Mellon University

University of Bonn

Uppsala University

Roman Garnett is an author at Washington University in St. Louis specializing in computing, computer science, and machine learning.

Publications per year

2005–2023

51

Publications

51

Advances in Neural Information Processing Systems 32 (NeurIPS 2019)

Hanna Wallach, Hugo Larochelle, Alina Beygelzimer et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2020 · 2.4K citations

Computing, Computer Science, Neuroscience +14

A universal noise removal algorithm with an impulse detector

Roman Garnett, T. Huegerich, Charles K. Chui et al. · IEEE Transactions on Image Processing · 2005 · 618 citations

Arts, Computer Science, Computer Vision +15

Propagation kernels: efficient graph kernels from propagated information

Marion Neumann, Roman Garnett, Christian Bauckhage et al. · Machine Learning · 2015 · 229 citations · Full text

Computing, Computer Science, Machine Learning +10

Bioinspired polarization vision enables underwater geolocalization

Samuel B. Powell, Roman Garnett, N. Justin Marshall et al. · Science Advances · 2018 · 166 citations · Full text

Engineering, Marine Engineering, Ocean Engineering +15

Bayesian optimization for sensor set selection

Roman Garnett, Michael A. Osborne, Stephen Roberts · 2010 · 152 citations

Computing, Meteorology, Machine Learning +16

1–5 of 51