187 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of EdinburghGB14 papers
- Institute of Genetics and CancerGB12 papers
- University of BathGB4 papers
- The Alan Turing InstituteGB2 papers
- Western General HospitalGB2 papers
- Aoyama Gakuin UniversityJP1 paper
- Delft University of TechnologyNL1 paper
- Hausdorff Center for MathematicsDE1 paper
- Institute of Science and Technology AustriaAT1 paper
- Istituto Nazionale di Fisica Nucleare, Sezione di BariIT1 paper
- Karolinska InstitutetSE1 paper
- Laboratoire de Physique Théorique et Modèles StatistiquesFR1 paper
3 papers · 1 filter
Higher-order interactions in statistical physics and machine learning: A model-independent solution to the inverse problem at equilibrium
Sjoerd Viktor Beentjes, Ava Khamseh
The problem of inferring pair-wise and higher-order interactions in complex systems involving large numbers of interacting variables, from observational data, is fundamental to man…
Shrinkage estimation of large covariance matrices using multiple shrinkage targets
Harry Gray, Gwenaël G. R. Leday, Catalina A. Vallejos +1
Linear shrinkage estimators of a covariance matrix --- defined by a weighted average of the sample covariance matrix and a pre-specified shrinkage target matrix --- are popular whe…
Probabilistic partial least squares model: Identifiability, estimation and application
Said el Bouhaddani, Hae-Won Uh, Caroline Hayward +2
With a rapid increase in volume and complexity of data sets, there is a need for methods that can extract useful information, for example the relationship between two data sets mea…