Concepedia

Pavel Sountsov

PS

Statistics

Publications

6

Citations

134

H-Index

6

Active since

2011

Affiliations

Brandeis University(Current)

Google (United States)

Pavel Sountsov is an author at Brandeis University specializing in computer science, monte carlo simulation, and markov chain monte carlo.

Publications per year

2011–2021

6

Publications

6

NeuTra-lizing Bad Geometry in Hamiltonian Monte Carlo Using Neural Transport

Matthew D. Hoffman, Pavel Sountsov, Joshua S. Dillon et al. · arXiv (Cornell University) · 2019 · 66 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +16

tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware

Junpeng Lao, Christopher Suter, Ian Langmore et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Engineering, Computer Science, Mathematics +15

A Biologically Plausible Transform for Visual Recognition that is Invariant to Translation, Scale, and Rotation

Pavel Sountsov, David M. Santucci, John Lisman · Frontiers in Computational Neuroscience · 2011 · 16 citations · Full text

Medicine, Neuroscience, Vision Science +17

An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo

Matthew D. Hoffman, Alexey Radul, Pavel Sountsov · International Conference on Artificial Intelligence and Statistics · 2021 · 13 citations

Engineering, Computational Engineering, Stochastic Modeling +11

Learning Energy-based Model with Flow-based Backbone by Neural Transport MCMC

Erik Nijkamp, Ruiqi Gao, Pavel Sountsov et al. · arXiv (Cornell University) · 2020 · 12 citations · Full text

Computing, Computer Science, Feature Engineering +12

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