Professor
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
A multiple myeloma classification system that associates normal B-cell subset phenotypes with prognosis
– Blood Adv
(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
Diffuse large B-cell lymphoma classification system that associates normal B-cell subset phenotypes with prognosis.
– J Clin Oncol
(2015)
33,
1379
(doi: 10.1200/JCO.2014.57.7080)
An Adaptive Resampling Test for Detecting the Presence of Significant Predictors Comment
– JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
(2015)
110,
1439
Random intersection trees
– Journal of Machine Learning Research
(2014)
15,
629
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