Denis Volk, PhD

Senior Data Scientist  at  
KPMG, Data & Analytics

Associate Professor
  at  
Interdisciplinary Scientific Center J.-V. Poncelet (CNRS UMI 2615)

Email: the.denis.volkgmail.com
Phone in Russia:   +7 916 707 1006
Mailing Address: Poncelet, Bolshoy Vlasyevskiy Pereulok 11, Moscow, Russia, 101000
   
https://www.researchgate.net/profile/Denis_Volk https://www.linkedin.com/in/denis-volk-a5917517



 
 
 
Here is my    Curriculum Vitae (Sep 2019)

My current interests are
  • Bayesian inference, probabilistic graphical models, MCMC & VI methods
  • Time series prediction
           I am also an expert in
  • Mathematics (dynamical systems, ergodic theory, stochastic processes): 
    • partial and non-uniform hyperbolicity, fast-slow dynamics, attractors, chaos, physical measures, Lyapunov exponents
    • nonlinear random walks, Markov chains
    • piecewise isometries, tilings, discrete geometry and applications to machine learning and other algorithms
  • Neuroscience: brain rhythms and their cross-frequency interactions
  • 3D computer vision, 3D image processing
  • Applications of math in medicine, biology, neuroscience
Recent preprints 
  • Attractors of Piecewise Translation Maps     [arXiv:1708.03780] 
  • Reduction methods for neuronal models and networks (with B. Gutkin, D. Zakharov) (in Russian)     [submitted] 
Publications in Neuroscience
Publications in Math
Publications in Math Medicine/Biology
Conference publications
My past grants