| Adaptive transfer learning HWJ Reeve, TI Cannings, RJ Samworth The Annals of Statistics 49 (6), 3618-3649, 2021 | 70 | 2021 |
| Multifractal analysis of birkhoff averages for typical infinitely generated self-affine sets A Käenmäki, HWJ Reeve Journal of Fractal Geometry 1 (1), 83–152, 2012 | 42 | 2012 |
| A unified theory of diversity in ensemble learning D Wood, T Mu, AM Webb, HWJ Reeve, M Lujan, G Brown Journal of Machine Learning Research 24 (359), 1-49, 2023 | 41 | 2023 |
| Diversity and degrees of freedom in regression ensembles HWJ Reeve, G Brown Neurocomputing 298, 55-68, 2018 | 33 | 2018 |
| The k-nearest neighbour UCB algorithm for multi-armed bandits with covariates H Reeve, J Mellor, G Brown Algorithmic Learning Theory, 725-752, 2018 | 33 | 2018 |
| Fast rates for a knn classifier robust to unknown asymmetric label noise H Reeve, A Kabán International Conference on Machine Learning, 5401-5409, 2019 | 30 | 2019 |
| To ensemble or not ensemble: When does end-to-end training fail? A Webb, C Reynolds, W Chen, H Reeve, D Iliescu, M Lujan, G Brown Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 27 | 2021 |
| Optimistic bounds for multi-output learning H Reeve, A Kaban International Conference on Machine Learning, 8030-8040, 2020 | 23 | 2020 |
| Joint training of neural network ensembles AM Webb, C Reynolds, DA Iliescu, H Reeve, M Luján, G Brown stat 1050, 12, 2019 | 21 | 2019 |
| A Frostman-type lemma for sets with large intersections, and an application to diophantine approximation T Persson, HWJ Reeve Proceedings of the Edinburgh Mathematical Society 58 (2), 521-542, 2015 | 21 | 2015 |
| Shrinking targets for countable Markov maps HWJ Reeve arXiv preprint arXiv:1107.4736, 2011 | 17 | 2011 |
| Classification with unknown class-conditional label noise on non-compact feature spaces H Reeve Conference on Learning Theory, 2624-2651, 2019 | 16 | 2019 |
| Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours HWJ Reeve, G Brown International Conference on Algorithmic Learning Theory, 11-56, 2017 | 15 | 2017 |
| Modular autoencoders for ensemble feature extraction HWJ Reeve, G Brown NIPS 2016 Workshop on Feature Extraction 1, 1, 2015 | 14 | 2015 |
| Optimal subgroup selection HWJ Reeve, TI Cannings, RJ Samworth The Annals of Statistics 51 (6), 2342-2365, 2023 | 13 | 2023 |
| On the Diophantine properties λ-expansions. T Persson, HWJ Reeve Mathematika 59 (01), 65-86, 2013 | 10 | 2013 |
| Infinite non-conformal iterated function systems HWJ Reeve Israel Journal of Mathematics 194, 285-329, 2013 | 9 | 2013 |
| Multifractal analysis for Birkhoff averages on Lalley-Gatzouras repellers HWJ Reeve Fundamenta Mathematicae 212 (1), 71-93, 2010 | 9 | 2010 |
| The packing spectrum for Birkhoff averages on a self-affine repeller HWJ Reeve Ergodic Theory and Dynamical Systems 32 (4), 1444-1470, 2012 | 7 | 2012 |
| Asymptotic optimality for decentralised bandits C Newton, A Ganesh, H Reeve ACM SIGMETRICS Performance Evaluation Review 49 (2), 51-53, 2022 | 6 | 2022 |
Gavin BrownProfessor of Machine Learning, Dept of Computer Science, University of ManchesterVerified email at manchester.ac.uk
