Pierre Gaillard
Researcher
Computer Science Department
Ecole Normale Superieure (ENS)
France
Biography
I am a researcher at INRIA, member of the SIERRA project-team, which is part of the Computer Science Department at Ecole Normale Supérieure. I am working on theoretical online learning and industrial applications.
Research Interest
I am interested in online learning. I carried out my PhD thesis with Yannig Goude and Gilles Stoltz on individual sequences. I am currently working as a junior researcher at INRIA. You can find below a list of my publications.
Publications
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Online nonparametric learning, chaining, and the role of partial feedback. Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz. Preprint, 2017.
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Forecasting electricity consumption by aggregating experts; how to design a good set of experts. Pierre Gaillard, Yannig Goude. In A. Antoniadis et al. editors, Modeling and Stochastic Learning for Forecasting in High Dimensions, volume 217 of Lecture Notes in Statistics, pages 95–115. Springer, 2015.
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Additive models and robust aggregation for GEFCom2014 probabilistic electric load and electricity price forecasting. Pierre Gaillard, Yannig Goude, and Raphaël Nedellec. International Journal of Forecasting, Volume 32, Issue 3, pages 1038–1050, 2016.
