About me
I'm an Associate Professor at the School of Artificial Intelligence at Nanjing University (China) and an Honorary Senior Lecturer in Statistical Science at the University of Bristol (UK).
Please read on to find out more about my research.
Research Interests
My research is on Statistics and Machine Learning. Recently, I have been interested in transfer learning, subgroup discovery, compressive learning, classification with label noise, structured prediction and multi-armed bandits.
Papers
A short proof of the Dvoretzky--Kiefer--Wolfowitz--Massart inequality
Henry W J Reeve [ Paper]
Isotonic subgroup selection
Manuel Müller, Henry W J Reeve, Timothy I Cannnings, Richard J Samworth
Journal of the Royal Statistical Society Series B: Statistical Methodology [ Paper]
Optimal subgroup selection
Henry W J Reeve, Timothy I Cannnings, Richard J Samworth
The Annals of Statistics 51 (6), 2342-2365 [ Paper]
Adaptive transfer learning
Henry W J Reeve, Timothy I Cannnings, Richard J Samworth
The Annals of Statistics 49 (6), 3618-3649 [ Paper]
Conditional Outcome Equivalence: A Quantile Alternative to CATE
Josh Givens, Henry W J Reeve, Song Liu, Katarzyna Reluga
Advances in Neural Information Processing Systems 37, 102634-102671 [ Paper]
Density ratio estimation and neyman pearson classification with missing data
Josh Givens, Song Liu, Henry W J Reeve
International Conference on Artificial Intelligence and Statistics, 8645-8681 [ Paper]
Heterogeneous sets in dimensionality reduction and ensemble learning
Henry W J Reeve, Ata Kaban and Jakramate Bootkrajang
Machine Learning 113 (4), 1683-1704 [ Paper]
Structure discovery in PAC-learning by random projections
Henry W J Reeve and Ata Kaban
Machine Learning 113 (8), 5685-5730 [ Paper]
Regret bounds for multilabel classification in sparse label regimes
R Busa-Fekete, H Choi, K Dembczynski, C Gentile, H Reeve, B Szorenyi
Advances in Neural Information Processing Systems 35, 5404-5416 [ Paper]
Statistical optimality conditions for compressive ensembles
Henry W J Reeve and Ata Kaban
Under review (2021) [ Paper]
Optimistic bounds for multi-output prediction
Henry W J Reeve and Ata Kaban
International Conference on Machine Learning (2020) [ Paper]
To Ensemble or Not Ensemble: When does End-To-End Training Fail?
Andrew Webb, Charles Reynolds, Wenlin Chen, Dan-Andrei Iliescu, Henry Reeve, Mikel Lujan, and Gavin Brown
Conference on Learning Theory (2020) [ Paper]
Classification with unknown class-conditional label noise on non-compact feature spaces
Henry W J Reeve and Ata Kaban
Conference on Learning Theory, (2019) [ Paper]
Robust randomized optimization with nearest neighbors
Henry W J Reeve and Ata Kaban
Analysis and Applications (2019) [ Paper]
Fast rates for a kNN classifier robust to unknown asymmetric label noise
Henry W J Reeve and Ata Kaban
International Conference on Machine Learning (2019) [ Paper]
Exploiting geometric structure in mixture proportion estimation with generalised Blanchard-Lee-Scott estimators
Henry W J Reeve and Ata Kaban
Algorithimic Learning Theory (2019) [ Paper]
The k-nearest neighbour UCB algorithm for multi-armed bandits with covariates
Henry W J Reeve, Joe Mellor and Gavin Brown
Algorithimic Learning Theory (2018) [ Paper]
Modular dimensionality reduction
Henry W J Reeve, Tingting Mu and Gavin Brown
European Conference on Machine Learning (2018) [ Paper]
Diversity and degrees of freedom in regression ensembles
Henry W J Reeve and Gavin Brown
Neurocomputing, Volume 298, 12 July 2018, Pages 55-68 (2018) [ Paper]
Minimax rates on manifolds with approximate nearest neighbours
Henry W J Reeve and Gavin Brown
Algorithimic Learning Theory (2017) [ Paper]
Degrees of freedom in regression ensembles
Henry W J Reeve and Gavin Brown
European Symposium on Artificial Neural Networks (2017) [ Paper]
Modular autoencoders for ensemble feature extraction
Henry W J Reeve and Gavin Brown
Neurips Workshop on Feature Extraction: Modern Questions and Challenges (2015) [Paper]
Infinite non-conformal iterated function systems
Henry W J Reeve
Israel Journal of Mathematics 194 (1), 285-329, (2013) [Paper]
On the Diophantine properties lambda-expansions
Tomas Persson, Henry W J Reeve
Mathematika 59 (01), 65-86, (2013) [Paper]
A Frostman-type lemma for sets with large intersections, and an application to Diophantine approximation
Tomas Persson, Henry W J Reeve
Proceedings of the Edinburgh Mathematical Society, 1-22, (2013) [Paper]
Multifractal analysis of Birkhoff averages for typical infinitely generated self-affine sets
Antti Käenmäki, Henry W J Reeve
Journal of Fractal Geometry 1 (1), 83-152, (2012) [Paper]
The packing spectrum for Birkhoff averages on a self-affine repeller
Henry W J Reeve
Ergodic Theory and Dynamical Systems 32 (04), 1444-1470, (2012) [Paper]
Shrinking targets for countable Markov maps
Henry W J Reeve [Paper]
Multifractal analysis for Birkhoff averages on Lalley-Gatzouras repellers
Henry W J Reeve
Fundamenta Mathematicae 212 (1), 71-93, (2010) [Paper]
Contact Me
If you would like to contact me please email henrywjreeve@icloud.com