Ricardo Baptista
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Type
Conference paper
Journal article
Preprint
Date
2023
2022
2021
2019
2018
2017
An Approximation Theory Framework for Measure-Transport Sampling Algorithms
Ricardo Baptista
,
Bamdad Hosseini
,
Nikola Kovachki
,
Youssef Marzouk
,
Amir Sagiv
Preprint
Code
Conditional Sampling with Monotone GANs: from Generative Models to Likelihood-Free Inference
Ricardo Baptista
,
Bamdad Hosseini
,
Nikola Kovachki
,
Youssef Marzouk
Preprint
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
Zhong Yi Wan
,
Ricardo Baptista
,
Yi-fan Chen
,
John Anderson
,
Anudhyan Boral
,
Fei Sha
,
Leonardo Zepeda-Nunez
Preprint
Ensemble transport smoothing--Part 2: nonlinear updates
Maximilian Ramgraber
,
Ricardo Baptista
,
Dennis McLaughlin
,
Youssef Marzouk
Preprint
Ensemble transport smoothing--Part 1: unified framework
Maximilian Ramgraber
,
Ricardo Baptista
,
Dennis McLaughlin
,
Youssef Marzouk
Preprint
Gradient-based data and parameter dimension reduction for Bayesian models: an information theoretic perspective
Ricardo Baptista
,
Youssef Marzouk
,
Olivier Zahm
Preprint
Code
On the representation and learning of monotone triangular transport maps
Ricardo Baptista
,
Youssef Marzouk
,
Olivier Zahm
PDF
Code
Bayesian model calibration for block copolymer self-assembly: Likelihood-free inference and expected information gain computation via measure transport
Ricardo Baptista
,
Lianghao Cao
,
Joshua Chen
,
Omar Ghattas
,
Fengyi Li
,
Youssef Marzouk
,
J. Tinsley Oden
Preprint
A low-rank ensemble Kalman filter for elliptic observations
Mathieu Le Provost
,
Ricardo Baptista
,
Youssef Marzouk
,
Jeff Eldredge
Preprint
Diagonal Nonlinear Transformations Preserve Structure in Covariance and Precision Matrices
Rebecca E. Morrison
,
Ricardo Baptista
,
Estelle Basor
PDF
Learning non-Gaussian graphical models via Hessian scores and triangular transport
Ricardo Baptista
,
Youssef Marzouk
,
Rebecca E. Morrison
,
Olivier Zahm
Preprint
A low-rank nonlinear ensemble filter for vortex models of aerodynamic flows
Mathieu Le Provost
,
Ricardo Baptista
,
Youssef Marzouk
,
Jeff Eldredge
PDF
Some greedy algorithms for sparse polynomial chaos expansions
Ricardo Baptista
,
Valentin Stolbunov
,
Prasanth B Nair
PDF
Code
Coupling techniques for nonlinear ensemble filtering
Alessio Spantini
,
Ricardo Baptista
,
Youssef Marzouk
Preprint
Code
Optimal approximations of coupling in multidisciplinary models
Ricardo Baptista
,
Youssef Marzouk
,
Karen Willcox
,
Benjamin Peherstorfer
PDF
Code
Bayesian Optimization of Combinatorial Structures
Ricardo Baptista
,
Matthias Poloczek
PDF
Code
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting
Rebecca E. Morrison
,
Ricardo Baptista
,
Youssef Marzouk
PDF
Code
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