124 citations · 239 across the 28 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.DM2025
Low-temperature Sampling on Sparse Random Graphs
Andreas Galanis, Leslie Ann Goldberg, Paulina Smolarova
We consider sampling in the so-called low-temperature regime, which is typically characterised by non-local behaviour and strong global correlations. Canonical examples include sam…
cs.DS2025
One-Shot Learning for k-SAT
Andreas Galanis, Leslie Ann Goldberg, Xusheng Zhang
Consider a -SAT formula where every variable appears at most times. Let be a satisfying assignment, sampled proportionally to where is the number…