Author of the publication

Gaussian Process-Based Bayesian Nonparametric Inference of Population Trajectories from Gene Genealogies

, and . (2011)cite arxiv:1112.4138Comment: 25 pages with 7 figures, revised version; added total variation metric to compare methods; influenza example updated with new GP results, added discussion and implementation of alternative GP kernels (OU and sparse approximation of the integrated Brownian motion).

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

A Bayesian phylogenetic hidden Markov model for B cell receptor sequence analysis., , , and . PLoS Comput. Biol., (2020)Effcient Transition Probability Computation for Continuous-Time Branching Processes via Compressed Sensing., and . UAI, page 952-961. AUAI Press, (2015)Hot and Cold: Spatial Fluctuation in HIV-1 Recombination Rates., , , and . BIBE, page 707-714. IEEE Computer Society, (2007)Predicting B cell receptor substitution profiles using public repertoire data., , , and . PLoS Comput. Biol., (2018)Bayesian trend filtering: adaptive temporal smoothing with shrinkage priors, and . (2015)cite arxiv:1512.06505.Integrated Nested Laplace Approximation for Bayesian Nonparametric Phylodynamics., and . UAI, page 726-735. AUAI Press, (2012)Gaussian Process-Based Bayesian Nonparametric Inference of Population Trajectories from Gene Genealogies, and . (2011)cite arxiv:1112.4138Comment: 25 pages with 7 figures, revised version; added total variation metric to compare methods; influenza example updated with new GP results, added discussion and implementation of alternative GP kernels (OU and sparse approximation of the integrated Brownian motion).Phylogenetic Stochastic Mapping Without Matrix Exponentiation., and . J. Comput. Biol., 21 (9): 676-690 (2014)Calculating Higher-Order Moments of Phylogenetic Stochastic Mapping Summaries in Linear Time., and . J. Comput. Biol., 24 (5): 377-399 (2017)Quantifying and Mitigating the Effect of Preferential Sampling on Phylodynamic Inference., , , , and . PLoS Comput. Biol., (2016)