568 citations
- Institució Catalana de Recerca i Estudis AvançatsES41 papers
- Santa Fe InstituteUS15 papers
- Universitat Politècnica de CatalunyaES11 papers
- Barcelona Biomedical Research ParkES10 papers
- Institut de Biologia EvolutivaES7 papers
- Universitat de BarcelonaES6 papers
- Centre de Recerca MatemàticaES5 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- University of OxfordGB5 papers
- Institut national de recherche en sciences et technologies du numériqueFR4 papers
- McGill UniversityCA4 papers
- New York UniversityUS4 papers
37 papers · 1 filter
Comparative Analysis of Predictive Methods for Early Assessment of Compliance with Continuous Positive Airway Pressure Therapy
Xavier Rafael-Palou, Cecilia Turino, Alexander Steblin +3
Patients suffering from obstructive sleep apnea are mainly treated with continuous positive airway pressure (CPAP). Good compliance with this therapy is broadly accepted as more th…
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline
Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa +3
The early identification of malignant pulmonary nodules is critical for better lung cancer prognosis and less invasive chemo or radio therapies. Nodule malignancy assessment done b…
Moral Dilemmas for Artificial Intelligence: a position paper on an application of Compositional Quantum Cognition
Camilo M. Signorelli, Xerxes D. Arsiwalla
Traditionally, the way one evaluates the performance of an Artificial Intelligence (AI) system is via a comparison to human performance in specific tasks, treating humans as a refe…
emcee v3: A Python ensemble sampling toolkit for affine-invariant MCMC
Daniel Foreman-Mackey, Will M. Farr, Manodeep Sinha +10
emcee is a Python library implementing a class of affine-invariant ensemble samplers for Markov chain Monte Carlo (MCMC). This package has been widely applied to probabilistic mode…
Visualizing and Understanding Self-attention based Music Tagging
Minz Won, Sanghyuk Chun, Xavier Serra
Recently, we proposed a self-attention based music tagging model. Different from most of the conventional deep architectures in music information retrieval, which use stacked 3x3 f…
Hierarchical Finite State Controllers for Generalized Planning
Javier Segovia-Aguas, Sergio Jiménez, Anders Jonsson
Finite State Controllers (FSCs) are an effective way to represent sequential plans compactly. By imposing appropriate conditions on transitions, FSCs can also represent generalized…