Bernton, Espen
- Stability of Entropic Optimal Transport and Schrödinger Bridges
2021/06/07 by Promit Ghosal, Ghosal, Promit, Marcel Nutz +3 · 6 citations
Mathematics · Computer Science · #Spectral Theory in Mathematical Physics #Nonlinear Partial Differential Equations #Advanced Mathematical Modeling in Engineering
- Entropic Optimal Transport: Geometry and Large Deviations
2021/02/08 by Bernton, Espen, Ghosal, Promit, Nutz, Marcel · 4 citations
#49N05 #60F10 #90C25 #FOS: Mathematics #Functional Analysis (math.FA) #Optimization and Control (math.OC) #Probability (math.PR)
- Schrödinger Bridge Samplers
2019/12/31 by Bernton, Espen, Heng, Jeremy, Doucet, Arnaud +1 · 2 citations
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- On parameter estimation with the Wasserstein distance
2017/01/18 by Espen Bernton, Bernton, Espen, Pierre Jacob +5 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Mechanics and Entropy #Statistics Theory (math.ST)