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
Machine learning determination of dynamical parameters: The Ising model case
Guido Cossu, Luigi Del Debbio, Tommaso Giani +2
We train a set of Restricted Boltzmann Machines (RBMs) on one- and two-dimensional Ising spin configurations at various values of temperature, generated using Monte Carlo simulatio…
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…
Magnetic Polymer Models for Epigenomic Organisation and Phase Separation
Davide Coli, Davide Michieletto, Davide Marenduzzo +1
The genetic instructions stored in the genome require an additional layer of information to robustly determine cell fate. This additional regulation is provided by the interplay be…