29 citations · 101 across the 8 of their papers we have counts for
8 papers
Dynamical replica analysis of quantum annealing
ACC Coolen, T Nikoletopoulos
Quantum annealing aims to provide a faster method for finding the minima of complicated functions, compared to classical computing, so there is an increasing interest in the relaxa…
Replica analysis of overfitting in generalized linear models
ACC Coolen, M Sheikh, A Mozeika +2
Nearly all statistical inference methods were developed for the regime where the number of data samples is much larger than the data dimension . Inference protocols such as…
Unbiased degree-preserving randomisation of directed binary networks
E. S. Roberts, A. C. C. Coolen
Randomising networks using a naive `accept-all' edge-swap algorithm is generally biased. Building on recent results for nondirected graphs, we construct an ergodic detailed balance…
Dynamical replica analysis of processes on finitely connected random graphs II: Dynamics in the Griffiths phase of the diluted Ising ferromagnet
A. Mozeika, A. C. C. Coolen
We study the Glauber dynamics of Ising spin models with random bonds, on finitely connected random graphs. We generalize a recent dynamical replica theory with which to predict the…
Dynamical replica analysis of processes on finitely connected random graphs I: vertex covering
A. Mozeika, A. C. C. Coolen
We study the stochastic dynamics of Ising spin models with random bonds, interacting on finitely connected Poissonnian random graphs. We use the dynamical replica method to derive…
Diagonalization of replicated transfer matrices for disordered Ising spin systems
T. Nikoletopoulos, A. C. C. Coolen
We present an alternative procedure for solving the eigenvalue problem of replicated transfer matrices describing disordered spin systems with (random) 1D nearest neighbor bonds an…