Hybrid Monte Carlo
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Cites methods from "Hybrid Monte Carlo"
...ts, and 3 latent variables; for higher dimensional latent space the estimates became unreliable. The AEVB and Wake-Sleep methods were compared to Monte Carlo EM (MCEM) with a Hybrid Monte Carlo (HMC) [DKPR87] sampler; details are in the appendix. We compared the convergence speed for the three algorithms, for a small and large training set size. Results are in figure 2. 6 Conclusion We have introduced a no...
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Cites methods from "Hybrid Monte Carlo"
...The Hamiltonian Monte Carlo method (Duane et al., 1987) is reviewed in Neal (1993b)....
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...The Hamiltonian Monte Carlo method (Duane et al., 1987) is reviewed in Neal (1993b). This excellent tome also reviews a huge range of other Monte Carlo methods, including the related topics of simulated annealing and free energy estimation....
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8,059 citations
References
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