sample of publications

• articles 

  • Deep importance sampling based on regression for model inversion and emulation.  DIGITAL SIGNAL PROCESSING.  116:1-22. 2021
  • Automatic tempered posterior distributions for bayesian inversion problems.  Mathematics.  9:784. 2021
  • Adaptive quadrature schemes for bayesian inference via active learning.  IEEE Access.  8:208462-208483. 2020
  • Patient No-Show Prediction: A Systematic Literature Review.  Entropy (Entropy).  22:1-19. 2020
  • Parallel Metropolis-Hastings Coupler.  IEEE SIGNAL PROCESSING LETTERS.  26:953-957. 2019

• conference contributions 

  • A Nearest Neighbors Quadrature for Posterior Approximation via Adaptive Sequential Design.  301-305. 2021

• working papers 

  • Adaptive quadrature schemes for Bayesian inference via active learning 2020