JC
Julien Cornebise
stat.COstat.MEcs.LGstat.MLcs.CVstat.APcs.SIDeep Learningeess.IVartificial intelligence
On Valency
published · living versionsW_849y4y56·v1 · currentpublished
Weight Uncertainty in Neural Networks
with Charles Blundell, Koray Kavukcuoglu, Daan Wierstra
1 version
Preprints & journals
21 papers in the corpus · 2008–2023Opportunities and Risks of LLMs for Scalable Deliberation with Polis2306.11932v1 · Christopher T. Small, Ivan Vendrov, Esin Durmus et al.2023 · 20 citationsarXiv
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution2207.06418v2 · Julien Cornebise, Ivan Orsoli'c, Freddie Kalaitzis2022 · 52 citationsarXiv
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.33953393 · Tomašev, Nenad, Harris, Natalie, Baur, Sebastien et al.2021 · 110 citationsNature protocols. 2021;16(6):2765-2787
AI for social good: unlocking the opportunity for positive impact.32424119 · Tomašev, Nenad, Cornebise, Julien, Hutter, Frank et al.2020 · 356 citationsNature communications. 2020;11(1):2468
Objects of violence: synthetic data for practical ML in human rights investigations2004.01030v1 · Lachlan Kermode, Jan Freyberg, Alican Akturk et al.2020 · 2 citationsarXiv
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery2002.06460v1 · Michel Deudon, Alfredo Kalaitzis, Israel Goytom et al.2020 · 85 citationsarXiv
DECoVaC: Design of Experiments with Controlled Variability Components1909.09859v1 · Thomas Boquet, Laure Delisle, Denis Kochetkov et al.2019 · 1 citationarXiv
A clinically applicable approach to continuous prediction of future acute kidney injury.31367026 · Tomašev, Nenad, Glorot, Xavier, Rae, Jack W et al.2019 · 1,080 citationsNature. 2019;572(7767):116-119
A large-scale crowdsourced analysis of abuse against women journalists and politicians on Twitter1902.03093v1 · Laure Delisle, Alfredo Kalaitzis, Krzysztof Majewski et al.2019 · 21 citationsarXiv
Clinically applicable deep learning for diagnosis and referral in retinal disease.30104768 · De Fauw, Jeffrey, Ledsam, Joseph R, Romera-Paredes, Bernardino et al.2019 · 2,632 citationsNature medicine. 2018;24(9):1342-1350
Automated analysis of retinal imaging using machine learning techniques for computer vision.27830057 · De Fauw, Jeffrey, Keane, Pearse, Tomasev, Nenad et al.2025 · 18 citationsF1000Research. 2016;5:1573
Approximate Hubel-Wiesel Modules and the Data Structures of Neural Computation1512.08457v1 · Joel Z. Leibo, Julien Cornebise, Sergio G'omez et al.2015 · 3 citationsarXiv
Weight Uncertainty in Neural Networks1505.05424v2 · Charles Blundell, Julien Cornebise, Koray Kavukcuoglu et al.2015 · 1,339 citationsarXivon Valency
On optimality of kernels for approximate Bayesian computation using sequential Monte Carlo.23502346 · Filippi, Sarah, Barnes, Chris P, Cornebise, Julien et al.2013 · 121 citationsStatistical applications in genetics and molecular biology. 2013;12(1):87-107
Adaptive Markov chain Monte Carlo forward projection for statistical analysis in epidemic modelling of human papillomavirus.22961869 · Korostil, Igor A, Peters, Gareth W, Cornebise, Julien et al.2013 · 24 citationsStatistics in medicine. 2013;32(11):1917-53
Some discussions of D. Fearnhead and D. Prangle's Read Paper "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation"1201.1314v1 · Christophe Andrieu, Simon Barthelme, Nicolas Chopin et al.2012 · 2 citationsarXiv
Adaptive Markov Chain Monte Carlo Forward Simulation for Statistical Analysis in Epidemic Modelling of Human Papillomavirus1108.3137v1 · Igor A. Korostil, Gareth W. Peters, Julien Cornebise et al.2011 · 1 citationarXiv
Adaptive sequential Monte Carlo by means of mixture of experts1108.2836v2 · J. Cornebise, E. Moulines, J. Olsson2011 · 9 citationsarXiv
Discussion of "Riemann manifold Langevin and Hamiltonian Monte Carlo methods'' by M. Girolami and B. Calderhead1011.0057v1 · Luke Bornn, Julien Cornebise, Gareth W. Peters2010 · 3 citationsarXiv
Comments on "Particle Markov Chain Monte Carlo" by C. Andrieu, A. Doucet and R. Hollenstein0911.3866v1 · Julien Cornebise, Gareth W. Peters2009 · 2 citationsarXiv
Adaptive methods for sequential importance sampling with application to state space models0803.0054v2 · Julien Cornebise (LTCI), Eric Moulines (LTCI), Jimmy Olsson2008 · 75 citationsarXiv
Career total: 49 works. 21 are in this corpus.
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