82 citations
- Norwegian University of Science and TechnologyNO14 papers
- Stockholm UniversitySE7 papers
- KTH Royal Institute of TechnologySE6 papers
- The Abdus Salam International Centre for Theoretical Physics (ICTP)IT6 papers
- Nordic Institute for Theoretical PhysicsSE4 papers
- Scuola Internazionale Superiore di Studi AvanzatiIT4 papers
- University of CopenhagenDK4 papers
- Institute for Advanced StudyUS3 papers
- Capital Fund Management (France)FR2 papers
- Istituto Nazionale di Fisica NucleareIT2 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TriesteIT2 papers
- Aalto UniversityFI1 paper
Showing 2016Show all
3 papers · 1 filter
cond-mat.dis-nn2016★ 12 cited
Variational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model
Ludovica Bachschmid-Romano, Claudia Battistin, Manfred Opper +1
We describe and analyze some novel approaches for studying the dynamics of Ising spin glass models. We first briefly consider the variational approach based on minimizing the Kullb…
cond-mat.dis-nn2016★ 78 cited
Path integral methods for the dynamics of stochastic and disordered systems
John A. Hertz, Yasser Roudi, Peter Sollich
We review some of the techniques used to study the dynamics of disordered systems subject to both quenched and fast (thermal) noise. Starting from the Martin-Siggia-Rose path integ…
stat.ML2016★ 10 cited
Sparse model selection in the highly under-sampled regime
Nicola Bulso, Matteo Marsili, Yasser Roudi
We propose a method for recovering the structure of a sparse undirected graphical model when very few samples are available. The method decides about the presence or absence of bon…