Akihiko Nishimura
- Shrinkage with shrunken shoulders: Gibbs sampling shrinkage model posteriors with guaranteed convergence rates
2019/11/06 by Akihiko Nishimura, Marc A. Suchard, Nishimura, Akihiko +1 · 2 citations
Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Bayesian Methods and Mixture Models
- Zigzag path connects two Monte Carlo samplers: Hamiltonian counterpart to a piecewise deterministic Markov process
2021/04/15 by Akihiko Nishimura, Nishimura, Akihiko, Zhenyu Zhang +3 · 1 citation
Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference
- MCMC using bouncy Hamiltonian dynamics: A unifying framework for Hamiltonian Monte Carlo and piecewise deterministic Markov process samplers
2024/05/14 by Andrew Chin, Chin, Andrew, Akihiko Nishimura +1 · 2 citations
Mathematics · #Markov Chains and Monte Carlo Methods