| Parametric bandits: The generalized linear case S Filippi, O Cappe, A Garivier, C Szepesvári Advances in neural information processing systems, 586-594, 2010 | 272 | 2010 |
| 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 | 171 | 2014 |
| Maximizing the information content of experiments in systems biology J Liepe, S Filippi, M Komorowski, MPH Stumpf PLoS Comput Biol 9 (1), e1002888, 2013 | 167 | 2013 |
| 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 | 112 | 2012 |
| 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 | 100 | 2011 |
| Optimism in reinforcement learning and Kullback-Leibler divergence S Filippi, O Cappé, A Garivier 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010 | 84 | 2010 |
| Large-scale kernel methods for independence testing Q Zhang, S Filippi, A Gretton, D Sejdinovic Statistics and Computing 28 (1), 113-130, 2018 | 63 | 2018 |
| Considerate approaches to constructing summary statistics for ABC model selection CP Barnes, S Filippi, MPH Stumpf, T Thorne Statistics and Computing 22 (6), 1181-1197, 2012 | 62* | 2012 |
| 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 | 48 | 2014 |
| 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 | 45 | 2013 |
| 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 | 41 | 2014 |
| 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 | 40 | 2016 |
| A Bayesian nonparametric approach to testing for dependence between random variables S Filippi, CC Holmes Bayesian Analysis 12 (4), 919-938, 2017 | 28 | 2017 |
| Information processing by simple molecular motifs and susceptibility to noise SS Mc Mahon, O Lenive, S Filippi, MPH Stumpf Journal of the Royal Society Interface 12 (110), 20150597, 2015 | 27 | 2015 |
| Bayesian learning of kernel embeddings S Flaxman, D Sejdinovic, JP Cunningham, S Filippi arXiv preprint arXiv:1603.02160, 2016 | 25 | 2016 |
| Stem and progenitor cell dysfunction in human trisomies B Liu, S Filippi, A Roy, I Roberts EMBO reports 16 (1), 44-62, 2015 | 23 | 2015 |
| The nature and nurture of cell heterogeneity: accounting for macrophage gene-environment interactions with single-cell RNA-Seq QF Wills, E Mellado-Gomez, R Nolan, D Warner, E Sharma, J Broxholme, ... BMC genomics 18 (1), 1-13, 2017 | 20 | 2017 |
| Optimally sensing a single channel without prior information: The tiling algorithm and regret bounds S Filippi, O Cappé, A Garivier IEEE Journal of Selected Topics in Signal Processing 5 (1), 68-76, 2010 | 18 | 2010 |
| 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), 1-9, 2020 | 15 | 2020 |
| Nanog fluctuations in embryonic stem cells highlight the problem of measurement in cell biology RCG Smith, PS Stumpf, SJ Ridden, A Sim, S Filippi, HA Harrington, ... Biophysical journal 112 (12), 2641-2652, 2017 | 15 | 2017 |
Olivier CappéCNRSVerified email at cnrs.fr
