Matteo Sesia
Matteo Sesia
Assistant Professor of Data Sciences and Operations, USC Marshall
Verified email at usc.edu - Homepage
Title
Cited by
Cited by
Year
Gene hunting with hidden Markov model knockoffs
M Sesia, C Sabatti, E Candès
Biometrika 106 (1), 1-18, 2019
67*2019
Deep knockoffs
Y Romano*, M Sesia*, E Candès, (*equal contribution)
Journal of the American Statistical Association, 1-12, 2019
432019
Multi-resolution localization of causal variants across the genome
M Sesia, E Katsevich, S Bates, E Candès, C Sabatti
Nature communications 11 (1), 1-10, 2020
272020
Classification with Valid and Adaptive Coverage
Y Romano*, M Sesia*, E Candès, (*equal contribution)
Advances in Neural Information Processing Systems, 2020
162020
A comparison of some conformal quantile regression methods
M Sesia, E Candès
Stat 9 (1), e261, 2020
16*2020
Causal Inference in Genetic Trio Studies
S Bates, M Sesia, C Sabatti, E Candes
Proceedings of the National Academy of Sciences 117 (39), 24117-24126, 2020
132020
Knockoff: The Knockoff Filter for Controlled Variable Selection. R package
E Patterson, M Sesia
11*2018
FDR control in GWAS with population structure
M Sesia, S Bates, E Candès, J Marchini, C Sabatti
bioRxiv, 2020
5*2020
Testing for Outliers with Conformal p-values
S Bates, E Candès, L Lei, Y Romano, M Sesia, (alphabetical order)
arXiv preprint arXiv:2104.08279, 2021
22021
Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets
C Chia*, M Sesia*, CS Ho, S Jeffrey, J Dionne, E Candès, R Howe, ...
arXiv preprint arXiv:2006.04937, 2020
2*2020
Searching for consistent associations with a multi-environment knockoff filter
S Li, M Sesia, Y Romano, E Candès, C Sabatti
arXiv preprint arXiv:2106.04118, 2021
2021
Conformal histogram regression
M Sesia, Y Romano
arXiv preprint arXiv:2105.08747, 2021
2021
New Methods for Variable Importance Testing with Applications to Genetic Studies
M Sesia
Stanford University, 2020
2020
Recommendation System using Linear Stochastic Bandits and Confidence Interval Generation
M Sesia, YA Yadkori
US Patent App. 15/940,736, 2019
2019
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Articles 1–14