no code implementations • 15 Feb 2024 • Théophile Cantelobre, Carlo Ciliberto, Benjamin Guedj, Alessandro Rudi
Sequential Bayesian Filtering aims to estimate the current state distribution of a Hidden Markov Model, given the past observations.
1 code implementation • 11 Feb 2022 • Théophile Cantelobre, Carlo Ciliberto, Benjamin Guedj, Alessandro Rudi
Measures of similarity (or dissimilarity) are a key ingredient to many machine learning algorithms.
1 code implementation • 7 Dec 2020 • Théophile Cantelobre, Benjamin Guedj, María Pérez-Ortiz, John Shawe-Taylor
Many practical machine learning tasks can be framed as Structured prediction problems, where several output variables are predicted and considered interdependent.