Catalina A. Vallejos

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Bayesian Analysis

Grand Challenges

Stepwise Regression

Top Venues

PLoS Comput. Biol.

Publications

Louis Chislett, Louis J. M. Aslett, Alisha R. Davies, Catalina A. Vallejos, James Liley
Ethical considerations of use of hold-out sets in clinical prediction model management. CoRR (2024)
Christos Maniatis, Catalina A. Vallejos, Guido Sanguinetti
SCRaPL: A Bayesian hierarchical framework for detecting technical associates in single cell multiomics data. PLoS Comput. Biol. 18 (6) (2022)
James Liley, Samuel R. Emerson, Bilal A. Mateen, Catalina A. Vallejos, Louis J. M. Aslett, Sebastian J. Vollmer
Model updating after interventions paradoxically introduces bias. AISTATS (2021)
James Liley, Samuel R. Emerson, Bilal A. Mateen, Catalina A. Vallejos, Louis J. M. Aslett, Sebastian J. Vollmer
Model updating after interventions paradoxically introduces bias. CoRR (2020)
Diego Arenas, Jon Atkins, Clare Austin, David Beavan, Alvaro Cabres Egea, Stephen Carlysle-Davies, Ian Carter, Rob Clarke, James Cunningham, Tom Doel, Oliver Forrest, Evelina Gabasova, James Geddes, James Hetherington, Radka Jersakova, Franz J. Király, Catherine Lawrence, Jules Manser, Martin T. O'Reilly, James Robinson, Helen Sherwood-Taylor, Serena Tierney, Catalina A. Vallejos, Sebastian J. Vollmer, Kirstie J. Whitaker
Design choices for productive, secure, data-intensive research at scale in the cloud. CoRR (2019)
David Laehnemann, Johannes Köster, Ewa Szczurek, Davis J. McCarthy, Stephanie C. Hicks, Mark D. Robinson, Catalina A. Vallejos, Niko Beerenwinkel, Kieran R. Campbell, Ahmed Mahfouz, Luca Pinello, Pavel Skums, Alexandros Stamatakis, Camille Stephan-Otto Attolini, Samuel Aparicio, Jasmijn A. Baaijens, Marleen Balvert, Buys de Barbanson, Antonio Cappuccio, Giacomo Corleone, Bas E. Dutilh, Maria Florescu, Victor Guryev, Rens Holmer, Katharina Jahn, Thamar Jessurun Lobo, Emma M. Keizer, Indu Khatri, Szymon M. Kielbasa, Jan O. Korbel, Alexey M. Kozlov, Tzu-Hao Kuo, Boudewijn P. F. Lelieveldt, Ion I. Mandoiu, John C. Marioni, Tobias Marschall, Felix Mölder, Amir Niknejad, Lukasz Raczkowski, Marcel J. T. Reinders, Jeroen de Ridder, Antoine-Emmanuel Saliba, Antonios Somarakis, Oliver Stegle, Fabian J. Theis, Huan Yang, Alex Zelikovsky, Alice C. McHardy, Benjamin J. Raphael, Sohrab P. Shah, Alexander Schönhuth
12 Grand Challenges in Single-Cell Data Science. PeerJ Prepr. 7 (2019)
Catalina A. Vallejos, John C. Marioni, Sylvia Richardson
BASiCS: Bayesian Analysis of Single-Cell Sequencing Data. PLoS Comput. Biol. 11 (6) (2015)