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cs.DS2025
On zeros and algorithms for disordered systems: mean-field spin glasses
Ferenc Bencs, Brice Huang, Daniel Z. Lee +2
Spin glasses are fundamental probability distributions at the core of statistical physics, the theory of average-case computational complexity, and modern high-dimensional statisti…
cond-mat.dis-nn2025
Strong Low Degree Hardness for Stable Local Optima in Spin Glasses
Brice Huang, Mark Sellke
It is a folklore belief in the theory of spin glasses and disordered systems that out-of-equilibrium dynamics fail to find stable local optima exhibiting e.g. local strict convexit…