Publications
2025
2024
- NatureCardiometabolic and renal phenotypes and transitions in the United States populationNature cardiovascular research, 2024
- ComBiology
- LancetGeneral and abdominal adiposity and hypertension in eight world regions: a pooled analysis of 837 population-based studies with 7.5 million participantsThe Lancet, 2024
2023
- CompStat
- JRSSAutomated calibration for stability selection in penalised regression and graphical modelsJournal of the Royal Statistical Society Series C: Applied Statistics, 2023
- AIChE
- BioinformaticsAutomated calibration of consensus weighted distance-based clustering approaches using sharpBioinformatics, 2023
2022
- JCGS
2021
- Science
- AllergyAtopic dermatitis or eczema? Consequences of ambiguity in disease name for biomedical literature miningClinical & Experimental Allergy, 2021
- NatureEmulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malariaNature communications, 2021
- ElifeHeterogeneous contributions of change in population distribution of body mass index to change in obesity and underweightElife, 2021
2020
- CurrentBiologyInference of multisite phosphorylation rate constants and their modulation by pathogenic mutationsCurrent Biology, 2020
- AllergyConnectivity patterns between multiple allergen specific IgE antibodies and their association with severe asthmaJournal of allergy and clinical immunology, 2020
- Nature
- ScientificReportsAccelerated MRI-predicted brain ageing and its associations with cardiometabolic and brain disordersScientific Reports, 2020
2019
- Pediatrics
2018
- BioinformaticsPEITH (Θ): perfecting experiments with information theory in Python with GPU supportBioinformatics, 2018
- InterfaceChronic TNFα-driven injury delays cell migration to villi in the intestinal epitheliumJournal of The Royal Society Interface, 2018
- NatureAn information-theoretic framework for deciphering pleiotropic and noisy biochemical signalingNature communications, 2018
2017
- BMCThe nature and nurture of cell heterogeneity: accounting for macrophage gene-environment interactions with single-cell RNA-SeqBMC genomics, 2017
- BiophysicalNanog fluctuations in embryonic stem cells highlight the problem of measurement in cell biologyBiophysical journal, 2017
- UAI
2016
- UAIBayesian learning of kernel embeddingsIn Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
- CellRobustness of MEK-ERK dynamics and origins of cell-to-cell variability in MAPK signalingCell reports, 2016
- HaematologicaGenome wide dysregulation of gene expression by Trisomy 21 in fetal liver haematopoietic stem and progenitor cellsHaematologica, 2016
2015
- EMBO
- InterfaceInformation processing by simple molecular motifs and susceptibility to noiseJournal of The Royal Society Interface, 2015
2014
- NatureA framework for parameter estimation and model selection from experimental data in systems biology using approximate Bayesian computationNature protocols, 2014
- PNASThe ecology in the hematopoietic stem cell niche determines the clinical outcome in chronic myeloid leukemiaProceedings of the National Academy of Sciences, 2014
- CellDevBioInformation theory and signal transduction systems: from molecular information processing to network inferenceIn Seminars in cell & developmental biology, 2014
2013
- PLoSMaximizing the information content of experiments in systems biologyPLoS computational biology, 2013
- SAGMBOptimizing threshold-schedules for sequential approximate Bayesian computation: applications to molecular systemsStatistical applications in genetics and molecular biology, 2013
- SAGMBOn optimality of kernels for approximate Bayesian computation using sequential Monte CarloStatistical applications in genetics and molecular biology, 2013
2012
- StatCompConsiderate approaches to constructing summary statistics for ABC model selectionStatistics and Computing, 2012
- PNASPerturbation of fetal liver hematopoietic stem and progenitor cell development by trisomy 21Proceedings of the National Academy of Sciences, 2012
2010
- AllertonOptimism in reinforcement learning and Kullback-Leibler divergenceIn 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2010
- IEEEOptimally sensing a single channel without prior information: The tiling algorithm and regret boundsIEEE Journal of Selected Topics in Signal Processing, 2010
- NeurIPSParametric bandits: The generalized linear caseAdvances in neural information processing systems, 2010
2008
- EWRLA near optimal policy for channel allocation in cognitive radioIn Recent Advances in Reinforcement Learning: 8th European Workshop, EWRL 2008, Villeneuve d?Ascq, France, June 30-July 3, 2008, Revised and Selected Papers 8, 2008