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stat.CO2020★ 2 cited
Two equalities expressing the determinant of a matrix in terms of expectations over matrix-vector products
Jascha Sohl-Dickstein
We introduce two equations expressing the inverse determinant of a full rank matrix in terms of expectations over matrix-vector products. T…
stat.CO2014★ 38 cited
Hamiltonian Monte Carlo Without Detailed Balance
Jascha Sohl-Dickstein, Mayur Mudigonda, Michael R. DeWeese
We present a method for performing Hamiltonian Monte Carlo that largely eliminates sample rejection for typical hyperparameters. In situations that would normally lead to rejection…