Parrado-Hernández, Emilio

5 publications

NeurIPS 2018 PAC-Bayes Bounds for Stable Algorithms with Instance-Dependent Priors Omar Rivasplata, Emilio Parrado-Hernandez, John S Shawe-Taylor, Shiliang Sun, Csaba Szepesvari

ECML-PKDD 2014 Automatic Design of Neuromarkers for OCD Characterization Oscar García Hinde, Emilio Parrado-Hernández, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Carles Soriano-Mas

JMLR 2012 PAC-Bayes Bounds with Data Dependent Priors Emilio Parrado-Hernández, Amiran Ambroladze, John Shawe-Taylor, Shiliang Sun

JMLR 2006 The Interplay of Optimization and Machine Learning Research Kristin P. Bennett, Emilio Parrado-Hernández

NeurIPS 2006 Tighter PAC-Bayes Bounds Amiran Ambroladze, Emilio Parrado-hernández, John S. Shawe-taylor