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Sarah Filippi
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Parametric bandits: The generalized linear case
S Filippi, O Cappe, A Garivier, C Szepesvári
Advances in neural information processing systems 23, 2010
5352010
Age groups that sustain resurging COVID-19 epidemics in the United States
M Monod, A Blenkinsop, X Xi, D Hebert, S Bershan, S Tietze, M Baguelin, ...
Science 371 (6536), eabe8372, 2021
3322021
A framework for parameter estimation and model selection from experimental data in systems biology using approximate Bayesian computation
J Liepe, P Kirk, S Filippi, T Toni, CP Barnes, MPH Stumpf
Nature protocols 9 (2), 439-456, 2014
2492014
Maximizing the information content of experiments in systems biology
J Liepe, S Filippi, M Komorowski, MPH Stumpf
PLoS computational biology 9 (1), e1002888, 2013
2192013
State-level tracking of COVID-19 in the United States
HJT Unwin, S Mishra, VC Bradley, A Gandy, TA Mellan, H Coupland, ...
Nature communications 11 (1), 6189, 2020
1782020
Perturbation of fetal liver hematopoietic stem and progenitor cell development by trisomy 21
A Roy, G Cowan, AJ Mead, S Filippi, G Bohn, A Chaidos, O Tunstall, ...
Proceedings of the National Academy of Sciences 109 (43), 17579-17584, 2012
1632012
On optimality of kernels for approximate Bayesian computation using sequential Monte Carlo
S Filippi, CP Barnes, J Cornebise, MPH Stumpf
Statistical Applications in Genetics and Molecular Biology, 1-21, 2011
1592011
Large-scale kernel methods for independence testing
Q Zhang, S Filippi, A Gretton, D Sejdinovic
Statistics and Computing 28, 113-130, 2018
1382018
Optimism in reinforcement learning and Kullback-Leibler divergence
S Filippi, O Cappé, A Garivier
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
1292010
Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight
Elife 10, e60060, 2021
822021
Considerate approaches to constructing summary statistics for ABC model selection
CP Barnes, S Filippi, MPH Stumpf, T Thorne
Statistics and Computing 22, 1181-1197, 2012
81*2012
Robustness of MEK-ERK dynamics and origins of cell-to-cell variability in MAPK signaling
S Filippi, CP Barnes, PDW Kirk, T Kudo, K Kunida, SS McMahon, ...
Cell reports 15 (11), 2524-2535, 2016
692016
The ecology in the hematopoietic stem cell niche determines the clinical outcome in chronic myeloid leukemia
AL MacLean, S Filippi, MPH Stumpf
Proceedings of the National Academy of Sciences 111 (10), 3883-3888, 2014
652014
Optimizing threshold-schedules for sequential approximate Bayesian computation: applications to molecular systems
D Silk, S Filippi, MPH Stumpf
Statistical applications in genetics and molecular biology 12 (5), 603-618, 2013
612013
Information theory and signal transduction systems: from molecular information processing to network inference
SS Mc Mahon, A Sim, S Filippi, R Johnson, J Liepe, D Smith, MPH Stumpf
Seminars in cell & developmental biology 35, 98-108, 2014
582014
Accelerated MRI-predicted brain ageing and its associations with cardiometabolic and brain disorders
A Kolbeinsson, S Filippi, Y Panagakis, PM Matthews, P Elliott, A Dehghan, ...
Scientific Reports 10 (1), 19940, 2020
522020
Bayesian learning of kernel embeddings
S Flaxman, D Sejdinovic, JP Cunningham, S Filippi
arXiv preprint arXiv:1603.02160, 2016
472016
Connectivity patterns between multiple allergen specific IgE antibodies and their association with severe asthma
G Roberts, S Fontanella, A Selby, R Howard, S Filippi, G Hedlin, ...
Journal of allergy and clinical immunology 146 (4), 821-830, 2020
422020
Stem and progenitor cell dysfunction in human trisomies
B Liu, S Filippi, A Roy, I Roberts
EMBO reports 16 (1), 44-62, 2015
412015
A Bayesian nonparametric approach to testing for dependence between random variables
S Filippi, CC Holmes
372017
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