4 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.DS2020★ 1 cited
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models
Antonio Blanca, Zongchen Chen, Daniel Štefankovič +1
We study identity testing for restricted Boltzmann machines (RBMs), and more generally for undirected graphical models. Given sample access to the Gibbs distribution corresponding…
cs.DS2019★ 4 cited
Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models
Ivona Bezakova, Antonio Blanca, Zongchen Chen +2
We study the identity testing problem in the context of spin systems or undirected graphical models, where it takes the following form: given the parameter specification of the mod…
cs.DM2017
Spatial Mixing and Non-local Markov chains
Antonio Blanca, Pietro Caputo, Alistair Sinclair +1
We consider spin systems with nearest-neighbor interactions on an -vertex -dimensional cube of the integer lattice graph . We study the effects that exponential…