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math.PR2023
Universality of Spectral Independence with Applications to Fast Mixing in Spin Glasses
Nima Anari, Vishesh Jain, Frederic Koehler +2
We study Glauber dynamics for sampling from discrete distributions on the hypercube . Recently, techniques based on spectral independence have successfully yielded…
math.CO2023
The binomial random graph is a bad inducer
Vishesh Jain, Marcus Michelen, Fan Wei
For a finite graph and a value , let denote the largest for which there is a sequence of graphs of edge density approaching so that the induced $F…
cs.DS2023
Optimal mixing of the down-up walk on independent sets of a given size
Vishesh Jain, Marcus Michelen, Huy Tuan Pham +1
Let be a graph on vertices of maximum degree . We show that, for any , the down-up walk on independent sets of size mixes in time $O_{Δ,δ}(k\…