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[КНИГА][B] Gibbs measures in biology and physics: The Potts model
UA Rozikov - 2022 - World Scientific
In this chapter we give main definitions and useful facts of the theory of Gibbs measures of
lattice spin systems. In the first section we give general definitions. This chapter also …
lattice spin systems. In the first section we give general definitions. This chapter also …
A knowledge compilation map for quantum information
Quantum computing is finding promising applications in optimization, machine learning and
physics, leading to the development of various models for representing quantum …
physics, leading to the development of various models for representing quantum …
One-Shot Learning for k-SAT
Consider a $ k $-SAT formula $\Phi $ where every variable appears at most $ d $ times, and
let $\sigma $ be a satisfying assignment of $\Phi $ sampled proportionally to $ e^{\beta m …
let $\sigma $ be a satisfying assignment of $\Phi $ sampled proportionally to $ e^{\beta m …
Complexity of high-dimensional identity testing with coordinate conditional sampling
We study the identity testing problem for high-dimensional distributions. Given as input an
explicit distribution $\mu $, an $\varepsilon> 0$, and access to sampling oracle (s) for a …
explicit distribution $\mu $, an $\varepsilon> 0$, and access to sampling oracle (s) for a …
Complexity of high-dimensional identity testing with coordinate conditional sampling
We study the identity testing problem for high-dimensional distributions. Given as input an
explicit distribution, an, and access to sampling oracle (s) for a hidden distribution, the goal …
explicit distribution, an, and access to sampling oracle (s) for a hidden distribution, the goal …