Fast sampling via spectral independence beyond bounded-degree graphs
Spectral independence is a recently-developed framework for obtaining sharp bounds on the convergence time of the classical Glauber dynamics. This new framework has yielded optimal O(n log n) sampling algorithms on bounded-degree graphs for a large class of problems throughout the so-called uniquene...
Prif Awduron: | Bezakova, I, Galanis, A, Goldberg, L, Stefankovic, D |
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Fformat: | Conference item |
Iaith: | English |
Cyhoeddwyd: |
Leibniz International Proceedings in Informatics
2022
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Eitemau Tebyg
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