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Algorithms for the ferromagnetic Potts model on expanders
We give algorithms for approximating the partition function of the ferromagnetic $ q $-color
Potts model on graphs of maximum degree $ d $. Our primary contribution is a fully …
Potts model on graphs of maximum degree $ d $. Our primary contribution is a fully …
Sampling from the random cluster model on random regular graphs at all temperatures via Glauber dynamics
We consider the performance of Glauber dynamics for the random cluster model with real
parameter, including in particular the bottleneck window. Our result is inspired by the recent …
parameter, including in particular the bottleneck window. Our result is inspired by the recent …
Fast and slow mixing of the Kawasaki dynamics on bounded-degree graphs
We study the worst-case mixing time of the global Kawasaki dynamics for the fixed-
magnetization Ising model on the class of graphs of maximum degree $\Delta $. Proving a …
magnetization Ising model on the class of graphs of maximum degree $\Delta $. Proving a …
Sampling from the Potts model at low temperatures via Swendsen–Wang dynamics
Sampling from the q-state ferromagnetic Potts model is a fundamental question in statistical
physics, probability theory, and theoretical computer science. On general graphs, this …
physics, probability theory, and theoretical computer science. On general graphs, this …
[HTML][HTML] Metastability for the degenerate Potts Model with positive external magnetic field under Glauber dynamics
We consider the ferromagnetic q-state Potts model on a finite grid graph with non-zero
external field and periodic boundary conditions. The system evolves according to Glauber …
external field and periodic boundary conditions. The system evolves according to Glauber …
Planting and MCMC Sampling from the Potts model
We consider the problem of sampling from the ferromagnetic $ q $-state Potts model on the
random $ d $-regular graph with parameter $\beta> 0$. A key difficulty that arises in …
random $ d $-regular graph with parameter $\beta> 0$. A key difficulty that arises in …
On the tractability of sampling from the Potts model at low temperatures via Swendsen--Wang dynamics
Sampling from the $ q $-state ferromagnetic Potts model is a fundamental question in
statistical physics, probability theory, and theoretical computer science. On general graphs …
statistical physics, probability theory, and theoretical computer science. On general graphs …
On the tractability of sampling from the Potts model at low temperatures via random-cluster dynamics
Sampling from the q-state ferromagnetic Potts model is a fundamental question in statistical
physics, probability theory, and theoretical computer science. On general graphs, this …
physics, probability theory, and theoretical computer science. On general graphs, this …
The Swendsen–Wang dynamics on trees
Abstract The Swendsen–Wang algorithm is a sophisticated, widely‐used Markov chain for
sampling from the Gibbs distribution for the ferromagnetic Ising and Potts models. This chain …
sampling from the Gibbs distribution for the ferromagnetic Ising and Potts models. This chain …
Rapid mixing of global markov chains via spectral independence: the unbounded degree case
We consider spin systems on general $ n $-vertex graphs of unbounded degree and explore
the effects of spectral independence on the rate of convergence to equilibrium of global …
the effects of spectral independence on the rate of convergence to equilibrium of global …