Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering. - Yoshua Bengio; Jean-François Paiement; Pascal Vincent; Olivier Delalleau; Nicolas Le Roux; Marie Ouimet (NIPS, 2003)

Learning Eigenfunctions Links Spectral Embedding and Kernel PCA. - Yoshua Bengio; Olivier Delalleau; Nicolas Le Roux; Jean-François Paiement; Pascal Vincent; Marie Ouimet (Neural Comput., 2004)

A graphical model for chord progressions embedded in a psychoacoustic space. - Jean-François Paiement; Douglas Eck; Samy Bengio; David Barber (ICML, 2005)

A Probabilistic Model for Chord Progressions. - Jean-François Paiement; Douglas Eck; Samy Bengio (ISMIR, 2005)

Spectral Dimensionality Reduction. - Yoshua Bengio; Olivier Delalleau; Nicolas Le Roux; Jean-François Paiement; Pascal Vincent; Marie Ouimet (Feature Extraction, 2006)

Probabilistic Melodic Harmonization. - Jean-François Paiement; Douglas Eck; Samy Bengio (Canadian AI, 2006)

A distance model for rhythms. - Jean-François Paiement; Yves Grandvalet; Samy Bengio; Douglas Eck (ICML, 2008)

Probabilistic models for melodic prediction. - Jean-François Paiement; Samy Bengio; Douglas Eck (Artif. Intell., 2009)

Predictive models for music. - Jean-François Paiement; Yves Grandvalet; Samy Bengio (Connect. Sci., 2009)

Vertical selection in the presence of unlabeled verticals. - Jaime Arguello; Fernando Diaz 001; Jean-François Paiement (SIGIR, 2010)

Learning from Heterogeneous Sources via Gradient Boosting Consensus. - Xiaoxiao Shi; Jean-François Paiement; David Grangier; Philip S. Yu (SDM, 2012)

Accelerated Parallel Optimization Methods for Large Scale Machine Learning. - Haipeng Luo; Patrick Haffner; Jean-François Paiement (CoRR, 2014)

GBC: Gradient boosting consensus model for heterogeneous data. - Xiaoxiao Shi; Jean-François Paiement; David Grangier; Philip S. Yu (Stat. Anal. Data Min., 2014)

A Generative Model of Urban Activities from Cellular Data. - Mogeng Yin; Madeleine Sheehan; Sidney Feygin; Jean-François Paiement; Alexei Pozdnoukhov (IEEE Trans. Intell. Transp. Syst., 2018)

Who's Watching TV? - Jessica Clark 002; Jean-François Paiement; Foster J. Provost (Inf. Syst. Res., 2023)