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Publications by Maria Clelia Di Serio

Penalized Inference of the Hematopoietic Cell Differentiation Network via High-Dimensional Clonal Tracking

Applied Network Science

Computational Mathematics

Multidisciplinary

Computer Networks

English

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Consistent High-Dimensional Bayesian Variable Selection via Penalized Credible Regions

Journal of the American Statistical Association

English

Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction

Machine Learning

Artificial Intelligence

English

Investigating the Cell Membrane via Single Particle Tracking, Bayesian Inference and Hydrodynamic Force Application

Biophysical Journal

English

Differentially Private High-Dimensional Data Publication via Markov Network

ICST Transactions on Security and Safety

English

Doubly Penalized Estimation in Additive Regression With High-Dimensional Data

Annals of Statistics

English

Penalized Estimation of High-Dimensional Models Under a Generalized Sparsity Condition

English

Penalized Methods and Algorithms for High-Dimensional Regression in the Presence of Heterogeneity

English

Tracking of Epigenetic Changes During Hematopoietic Differentiation of Induced Pluripotent Stem Cells

Clinical Epigenetics

Developmental Biology

Molecular Biology

English

Large-Scale Clonal Analysis Resolves Aging of the Mouse Hematopoietic Stem Cell Compartment

Molecular Medicine

English