Professor
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2020)
82,
361
(doi: 10.1111/rssb.12359)
Double-estimation-friendly inference for high-dimensional misspecified
models
(2019)
Challenges in comparing physical abuse, fractures and metabolic bone disease in young children in the UK and Sweden.
– Archives of disease in childhood
(2019)
104,
1122
Multicentre study of physical abuse and limb fractures in young children in the East Anglia Region, UK.
– Archives of Disease in Childhood
(2019)
104,
956
A multiple myeloma classification system that associates normal B-cell subset phenotypes with prognosis.
– Blood advances
(2018)
2,
2400
The xyz algorithm for fast interaction search in high-dimensional data
– Journal of Machine Learning Research
(2018)
19,
ARTN 37
On b-bit min-wise hashing for large-scale regression and classification with sparse data
– Journal of Machine Learning Research
(2018)
18,
1
Goodness-of-fit tests for high dimensional linear models
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2017)
80,
113
(doi: 10.1111/rssb.12234)
Modelling Interactions in High-dimensional Data with Backtracking
– Journal of Machine Learning Research
(2016)
17,
1
Modelling interactions in high-dimensional data with backtracking
– Journal of Machine Learning Research
(2016)
17,
1
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