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Arnaud Doucet
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Research Interests
Bayesian statistics
Stochastic simulations
Sequential Monte Carlo
Markov chain Monte Carlo
Time series
I am primarily interested in the development and study of novel Monte Carlo methods for inference in complex stochastic models.
Bayesian statistics
Stochastic simulations
Sequential Monte Carlo
Markov chain Monte Carlo
Time series
I am primarily interested in the development and study of novel Monte Carlo methods for inference in complex stochastic models.
Papers357 papers
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ICLR 2021, (2021)
ICLR 2021, (2021)
Annals of Statistics, no. 5 (2020): 2904-2929
Electronic Journal of Statistics, no. 2 (2020): 2842-2891
Biometrika, (2020)
Stochastic Processes and their Applications, (2020)
ADVANCES IN APPLIED PROBABILITY, no. 2 (2020): 377-403
ICML, pp.2133-2143, (2020)
arXiv: Optimization and Control, (2019)
Cited by3Bibtex
international conference on artificial intelligence and statistics, (2019)
Bibtex
arXiv: Machine Learning, (2019)
Robert Cornish, Paul Vanetti, Alexandre Bouchard-Côté,George Deligiannidis,Arnaud Doucet
International Conference on Machine Learning, (2019): 1351-1360
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