Pakman, Ari

1. Exact Hamiltonian Monte Carlo for Truncated Multivariate Gaussians
   2012/08/20 by Pakman, Ari, Paninski, Liam · 7 citations
   #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences
2. Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary\n Distributions
   2013/11/09 by Ari Pakman, Liam Paninski, Pakman, Ari +1 · 5 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Markov Chains and Monte Carlo Methods #Statistical Mechanics (cond-mat.stat-mech) #Stochastic processes and statistical mechanics
3. Amortized Probabilistic Detection of Communities in Graphs
   2020/10/29 by Wang, Yueqi, Lee, Yoonho, Basu, Pallab +4 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Stochastic Bouncy Particle Sampler
   2016/09/03 by Ari Pakman, Pakman, Ari, Dar Gilboa +5 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
5. Binary Bouncy Particle Sampler
   2017/11/02 by Ari Pakman, Pakman, Ari · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference
6. Bayesian spike inference from calcium imaging data
   2013/11/27 by Eftychios A. Pnevmatikakis, Josh Merel, Pnevmatikakis, Eftychios A. +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Mathematics · Neuroscience · #Applications (stat.AP) #Diffusion and Search Dynamics #FOS: Biological sciences #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)