144 citations
- Centre de Recherche en Économie et StatistiqueFR78 papers
- Center for Responsible TravelUS49 papers
- ENSAE ParisFR23 papers
- The University of TokyoJP18 papers
- Science and Technology Corporation (United States)US15 papers
- Centre de Recherche en Sciences et Technologies de l'Information et de la CommunicationFR12 papers
- École Nationale de la Statistique et de l'Analyse de l'InformationFR10 papers
- Centre de Recherche en Mathématiques de la DécisionFR8 papers
- Laboratoire de Probabilités et Modèles AléatoiresFR8 papers
- Université Paris Dauphine-PSLFR6 papers
- Tohoku UniversityJP5 papers
- Tokyo University of ScienceJP5 papers
4 papers · 1 filter
Minimax hypothesis testing for curve registration
Olivier Collier
This paper is concerned with the problem of goodness-of-fit for curve registration, and more precisely for the shifted curve model, whose application field reaches from computer vi…
ProDiGe: PRioritization Of Disease Genes with multitask machine learning from positive and unlabeled examples
Fantine Mordelet, Jean-Philippe Vert
Elucidating the genetic basis of human diseases is a central goal of genetics and molecular biology. While traditional linkage analysis and modern high-throughput techniques often…
Curve registration by nonparametric goodness-of-fit testing
Olivier Collier, Arnak S. Dalalyan
The problem of curve registration appears in many different areas of applications ranging from neuroscience to road traffic modeling. In the present work, we propose a nonparametri…
Sequential Monte Carlo on large binary sampling spaces
Christian Schäfer, Nicolas Chopin
A Monte Carlo algorithm is said to be adaptive if it automatically calibrates its current proposal distribution using past simulations. The choice of the parametric family that def…