18 citations
- ENSAE ParisFR3 papers
- Centre de Recherche en Économie et StatistiqueFR2 papers
- HEC Paris in QatarQA2 papers
- Anstalt für Verbrennungskraftmaschinen List (Austria)AT1 paper
- Carnegie Mellon UniversityUS1 paper
- Centre de Recherche en Mathématiques de la DécisionFR1 paper
- Centre for Research in Engineering Surface TechnologyIE1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
- Électricité de France (France)FR1 paper
- Free University of Bozen-BolzanoIT1 paper
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Showing 2014Show all
3 papers · 1 filter
stat.ML2014★ 13 cited
PAC-Bayesian AUC classification and scoring
James Ridgway, Pierre Alquier, Nicolas Chopin +1
We develop a scoring and classification procedure based on the PAC-Bayesian approach and the AUC (Area Under Curve) criterion. We focus initially on the class of linear score funct…
stat.CO2014
The Poisson transform for unnormalised statistical models
Simon Barthelmé, Nicolas Chopin
Contrary to standard statistical models, unnormalised statistical models only specify the likelihood function up to a constant. While such models are natural and popular, the lack…
math.ST2014★ 1 cited
A consistent deterministic regression tree for non-parametric prediction of time series
Pierre Gaillard, Paul Baudin
We study online prediction of bounded stationary ergodic processes. To do so, we consider the setting of prediction of individual sequences and build a deterministic regression tre…