New and improved methods for integrated models of metabolism and gene expression

PGR Salvy - 2021 - infoscience.epfl.ch
The beginning of the 21st century was marked by the advent of disruptive technologies,
which ushered an era of groundbreaking advances in fundamental sciences, carried by the …

STLS: Cycle-Cutset-Driven Local Search For MPE

A Milchgrub, R Dechter - Proceedings of the International Symposium …, 2014 - ojs.aaai.org
In this paper we present Stochastic Tree-based Local Search or STLS, a local search
algorithm combining the notion of cycle-cutsets with the well-known Belief Propagation to …

[PDF][PDF] STLS: Cutset-Driven Local Search For MPE

A Milchgrub, R Dechter - 2014 - ics.uci.edu
In this paper we present a cycle-cutset driven stochastic local search algorithm which
approximates the optimum of sums of unary and binary potentials, called Stochastic Tree …

[ΒΙΒΛΙΟ][B] BPLS: Cutset-driven Local Search for MPE and Inproved Bounds for Minimal Cutsets in Grids

A Milchgrub - 2014 - ics.uci.edu
The problem of optimizing discrete multivariate functions or energy functions described as a
sum of potentials on (small) subsets of variables is one of fundamental importance and …