متابعة
Sarah Filippi
Sarah Filippi
Reader, Imperial College London
بريد إلكتروني تم التحقق منه على imperial.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Parametric bandits: The generalized linear case‏
S Filippi, O Cappe, A Garivier, C Szepesvári‏
Advances in neural information processing systems 23, 2010‏
5912010
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
3412021
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
2742014
Maximizing the information content of experiments in systems biology‏
J Liepe, S Filippi, M Komorowski, MPH Stumpf‏
PLoS computational biology 9 (1), e1002888, 2013‏
2272013
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
1872020
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
1762012
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
1632011
Large-scale kernel methods for independence testing‏
Q Zhang, S Filippi, A Gretton, D Sejdinovic‏
Statistics and Computing 28, 113-130, 2018‏
1482018
Optimism in reinforcement learning and Kullback-Leibler divergence‏
S Filippi, O Cappé, A Garivier‏
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010‏
1402010
Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight‏
Elife 10, e60060, 2021‏
1032021
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
82*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
722016
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
642014
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
632020
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
622013
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
612014
Bayesian learning of kernel embeddings‏
S Flaxman, D Sejdinovic, JP Cunningham, S Filippi‏
arXiv preprint arXiv:1603.02160, 2016‏
562016
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
472020
Stem and progenitor cell dysfunction in human trisomies‏
B Liu, S Filippi, A Roy, I Roberts‏
EMBO reports 16 (1), 44-62, 2015‏
442015
Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malaria‏
T Reiker, M Golumbeanu, A Shattock, L Burgert, TA Smith, S Filippi, ...‏
Nature communications 12 (1), 7212, 2021‏
43*2021
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مقالات 1–20