Kieran R. Campbell

According to our database, Kieran R. Campbell authored at least 8 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows.

Alina Selega, Kieran R. Campbell

Trans. Mach. Learn. Res., 2023

2019

12 Grand Challenges in Single-Cell Data Science.

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

PeerJ Prepr., 2019

A descriptive marker gene approach to single-cell pseudotime inference.

Kieran R. Campbell, Christopher Yau

Bioinform., 2019

Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models.

Kaspar Märtens, Kieran R. Campbell, Christopher Yau

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Covariate Gaussian Process Latent Variable Models.

Kaspar Märtens, Kieran R. Campbell, Christopher Yau

CoRR, 2018

2017

Scater: pre-processing, quality control, normalization and visualization of single-cell RNA-seq data in R.

Davis J. McCarthy, Kieran R. Campbell, Aaron T. L. Lun, Quin F. Wills

Bioinform., 2017

switchde: inference of switch-like differential expression along single-cell trajectories.

Kieran R. Campbell, Christopher Yau

Bioinform., 2017

2016

Order Under Uncertainty: Robust Differential Expression Analysis Using Probabilistic Models for Pseudotime Inference.

Kieran R. Campbell, Christopher Yau

PLoS Comput. Biol., 2016