Search Results for author: Arman Bilge

Found 2 papers, 2 papers with code

19 dubious ways to compute the marginal likelihood of a phylogenetic tree topology

1 code implementation28 Nov 2018 Mathieu Fourment, Andrew F. Magee, Chris Whidden, Arman Bilge, Frederick A. Matsen IV, Vladimir N. Minin

The marginal likelihood of a model is a key quantity for assessing the evidence provided by the data in support of a model.

Probabilistic Path Hamiltonian Monte Carlo

3 code implementations ICML 2017 Vu Dinh, Arman Bilge, Cheng Zhang, Frederick A. Matsen IV

Hamiltonian Monte Carlo (HMC) is an efficient and effective means of sampling posterior distributions on Euclidean space, which has been extended to manifolds with boundary.

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