Search Results for author: Nicola Bariletto

Found 2 papers, 1 papers with code

Bayesian Nonparametrics Meets Data-Driven Robust Optimization

no code implementations28 Jan 2024 Nicola Bariletto, Nhat Ho

Training machine learning and statistical models often involves optimizing a data-driven risk criterion.

Binary Classification

Quasi-Monte Carlo for 3D Sliced Wasserstein

1 code implementation21 Sep 2023 Khai Nguyen, Nicola Bariletto, Nhat Ho

Monte Carlo (MC) integration has been employed as the standard approximation method for the Sliced Wasserstein (SW) distance, whose analytical expression involves an intractable expectation.

Stochastic Optimization Style Transfer

Cannot find the paper you are looking for? You can Submit a new open access paper.