Gavin Brown
Manchester University
H-index: 32
North America-United States
Top articles of Gavin Brown
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
FINESSD: Near-Storage Feature Selection with Mutual Information for Resource-Limited FPGAs | Nick Kyparissas Gavin Brown Mikel Luján | 2024 | |
A Unified Theory of Diversity in Ensemble Learning | Journal of Machine Learning Research | Danny Wood Tingting Mu Andrew M Webb Henry WJ Reeve Mikel Luján | 2023 |
Outlier detection of vital sign trajectories from COVID-19 patients | Sara Summerton Ann Tivey Rohan Shotton Gavin Brown Oliver C Redfern | 2023/7/24 | |
Malodour classification with low-cost flexible electronics | Nature Communications | Emre Ozer Jedrzej Kufel John Biggs Anjit Rana Francisco J Rodriguez | 2023/2/11 |
A surrogate machine learning model for advanced gas-cooled reactor graphite core safety analysis | Nuclear Engineering and Design | H Rhys Jones Tingting Mu Dzifa Kudawoo Gavin Brown Philippe Martinuzzi | 2022/8/15 |
Bias-Variance Decompositions for Margin Losses | Danny Wood Tingting Mu Gavin Brown | 2022/5/3 | |
Predicting domestic abuse (fairly) and police risk assessment | CrimRxiv | Emily Turner Gavin Brown Juanjo Medina | 2021/2/25 |
To ensemble or not ensemble: When does end-to-end training fail? | Andrew Webb Charles Reynolds Wenlin Chen Henry Reeve Dan Iliescu | 2021 | |
Ensembles of spiking neural networks | arXiv preprint arXiv:2010.14619 | Georgiana Neculae Oliver Rhodes Gavin Brown | 2020/10/15 |
Better Boosting with Bandits for Online Learning | arXiv preprint arXiv:2001.06105 | Nikolaos Nikolaou Joseph Mellor Nikunj C Oza Gavin Brown | 2020/1/16 |
Binary neural network as a flexible integrated circuit for odour classification | Emre Ozer Jedrzej Kufel John Biggs James Myers Charles Reynolds | 2020/8/16 | |
A national initiative in data science for health: an evaluation of the UK Farr Institute | International Journal of Population Data Science | Harry Hemingway Ronan Lyons Qianrui Li Iain Buchan John Ainsworth | 2020 |
Correction to: Efficient feature selection using shrinkage estimators | Machine Learning | Konstantinos Sechidis Laura Azzimonti Adam Pocock Giorgio Corani James Weatherall | 2020/8 |
On the stability of feature selection in the presence of feature correlations | Konstantinos Sechidis Konstantinos Papangelou Sarah Nogueira James Weatherall Gavin Brown | 2020 | |
A hardwired machine learning processing engine fabricated with submicron metal-oxide thin-film transistors on a flexible substrate | Nature Electronics | Emre Ozer Jedrzej Kufel James Myers John Biggs Gavin Brown | 2020/7 |
Feature selection with limited bit depth mutual information for portable embedded systems | Knowledge-Based Systems | Laura Moran-Fernandez Konstantinos Sechidis Veronica Bolon-Canedo Amparo Alonso-Betanzos Gavin Brown | 2020/6/7 |
Margin maximization as lossless maximal compression | arXiv preprint arXiv:2001.10318 | Nikolaos Nikolaou Henry Reeve Gavin Brown | 2020/1/28 |
Co-Authors
