Picture for Youssef Marzouk

Youssef Marzouk

A friendly introduction to triangular transport

Add code
Mar 27, 2025
Viaarxiv icon

Learning local neighborhoods of non-Gaussian graphical models: A measure transport approach

Add code
Mar 18, 2025
Viaarxiv icon

Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations

Add code
Feb 19, 2025
Viaarxiv icon

Can Bayesian Neural Networks Make Confident Predictions?

Add code
Jan 20, 2025
Viaarxiv icon

LazyDINO: Fast, scalable, and efficiently amortized Bayesian inversion via structure-exploiting and surrogate-driven measure transport

Add code
Nov 19, 2024
Figure 1 for LazyDINO: Fast, scalable, and efficiently amortized Bayesian inversion via structure-exploiting and surrogate-driven measure transport
Figure 2 for LazyDINO: Fast, scalable, and efficiently amortized Bayesian inversion via structure-exploiting and surrogate-driven measure transport
Figure 3 for LazyDINO: Fast, scalable, and efficiently amortized Bayesian inversion via structure-exploiting and surrogate-driven measure transport
Figure 4 for LazyDINO: Fast, scalable, and efficiently amortized Bayesian inversion via structure-exploiting and surrogate-driven measure transport
Viaarxiv icon

Expected Information Gain Estimation via Density Approximations: Sample Allocation and Dimension Reduction

Add code
Nov 13, 2024
Viaarxiv icon

Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps

Add code
Nov 11, 2024
Figure 1 for Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
Figure 2 for Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
Figure 3 for Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
Figure 4 for Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
Viaarxiv icon

Dimension reduction via score ratio matching

Add code
Oct 25, 2024
Viaarxiv icon

On the design of scalable, high-precision spherical-radial Fourier features

Add code
Aug 23, 2024
Viaarxiv icon

Sharp detection of low-dimensional structure in probability measures via dimensional logarithmic Sobolev inequalities

Add code
Jun 18, 2024
Viaarxiv icon