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Kieran R. Campbell
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2020 – today
- 2023
- [j5]Alina Selega, Kieran R. Campbell:
Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows. Trans. Mach. Learn. Res. 2023 (2023)
2010 – 2019
- 2019
- [j4]Kieran R. Campbell
, Christopher Yau
A descriptive marker gene approach to single-cell pseudotime inference. Bioinform. 35(1): 28-35 (2019) - [c1]Kaspar Märtens, Kieran R. Campbell, Christopher Yau:
Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models. ICML 2019: 4372-4381 - [i2]David Laehnemann
12 Grand Challenges in Single-Cell Data Science. PeerJ Prepr. 7: e27885 (2019) - 2018
- [i1]Kaspar Märtens, Kieran R. Campbell
Covariate Gaussian Process Latent Variable Models. CoRR abs/1810.06983 (2018) - 2017
- [j3]Davis J. McCarthy
Scater: pre-processing, quality control, normalization and visualization of single-cell RNA-seq data in R. Bioinform. 33(8): 1179-1186 (2017) - [j2]Kieran R. Campbell
switchde: inference of switch-like differential expression along single-cell trajectories. Bioinform. 33(8): 1241-1242 (2017) - 2016
- [j1]Kieran R. Campbell
Order Under Uncertainty: Robust Differential Expression Analysis Using Probabilistic Models for Pseudotime Inference. PLoS Comput. Biol. 12(11) (2016)
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