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, Submitted. Springer. Available at:
Automated scalable Bayesian inference via Hilbert coresets. arXiv:1710.05053.
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, Submitted.
Nondimensionalizing physical and statistical models: a unified approach. Statistical Science, p.Submitted.
, Submitted. Proteomic biomarker study using novel robust penalized elastic net estimators. Annals of Applied Statistics.
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, In Press.
Dynamic clustering algorithms via small-variance analysis of Markov chain mixture models. IEEE Transactions on Pattern Analysis and Machine Intelligence.
, In Press. Optimizing marine spatial plans with animal tracking data. Canadian Journal of Fisheries and Aquatic Sciences.
, In Press. Truncated random measures. Bernoulli.
, In Press. A scalable approach to topic modelling in single-cell data by approximate pseudobulk projection. Life science alliance, 7.
, 2024. Epigenomic dissection of Alzheimer's disease pinpoints causal variants and reveals epigenome erosion. Cell, 186, pp.4422–4437.e21.
, 2023. Gaussian mixture reduction with composite transportation divergence. IEEE Transactions on Information Theory.
, 2023. Human microglial state dynamics in Alzheimer's disease progression. Cell, 186, pp.4386–4403.e29.
, 2023. Knots and their effect on the tensile strength of lumber. Journal of Quality Technology, pp.1-13.
, 2023. Multitissue H3K27ac profiling of GTEx samples links epigenomic variation to disease. Nat. Genet., 55, pp.1665–1676.
, 2023. Robust nonparametric regression: review and practical considerations. Econometrics and Statistics.
, 2023. Single-cell pair-wise relationships untangled by composite embedding model. iScience, 26, p.106025.
, 2023. Single-nucleus multiregion transcriptomic analysis of brain vasculature in Alzheimer's disease. Nat. Neurosci., 26, pp.970–982.
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Tree-based boosting with functional data. Computational Statistics.
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