no code implementations • 5 Dec 2023 • Francisco Ruiz
In the not so unlikely scenario of total compromise of computers accessible to a group of users, they might be tempted to resort to human-computable paper-and-pencil cryptographic methods aided by a classic Tabula Recta, which helps to perform addition and subtraction directly with letters.
1 code implementation • ICML 2018 • Francisco Ruiz, Michalis Titsias, Adji Bousso Dieng, David Blei
It maximizes a lower bound on the marginal likelihood of the data.
no code implementations • 22 Jan 2018 • Susan Athey, David Blei, Robert Donnelly, Francisco Ruiz, Tobias Schmidt
The data is used to identify users' approximate typical morning location, as well as their choices of lunchtime restaurants.
no code implementations • ICLR 2018 • Maja Rudolph, Francisco Ruiz, David Blei
Most embedding methods rely on a log-bilinear model to predict the occurrence of a word in a context of other words.
1 code implementation • NeurIPS 2017 • Liping Liu, Francisco Ruiz, Susan Athey, David Blei
Embedding models consider the probability of a target observation (a word or an item) conditioned on the elements in the context (other words or items).
1 code implementation • NeurIPS 2017 • Maja Rudolph, Francisco Ruiz, Susan Athey, David Blei
Here we develop structured exponential family embeddings (S-EFE), a method for discovering embeddings that vary across related groups of data.
1 code implementation • NeurIPS 2015 • Isabel Valera, Francisco Ruiz, Lennart Svensson, Fernando Perez-Cruz
We propose the infinite factorial dynamic model (iFDM), a general Bayesian nonparametric model for source separation.
no code implementations • NeurIPS 2012 • Francisco Ruiz, Isabel Valera, Carlos Blanco, Fernando Pérez-Cruz
In the present paper, we are interested in seeking the hidden causes behind the suicide attempts, for which we propose to model the subjects using a nonparametric latent model based on the Indian Buffet Process (IBP).