Claude Perreault

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 7

Top Topics

Neural Architectures

Tensor Decomposition

Mass Spectrometry

Framework Programme

Top Venues

Nucleic Acids Res.

PLoS Comput. Biol.

Publications

Tariq Daouda, Maude Dumont-Lagacé, Albert Feghaly, Yahya Benslimane, Rébecca Panes, Mathieu Courcelles, Mohamed Benhammadi, Lea Harrington, Pierre Thibault, François Major, Yoshua Bengio, Etienne Gagnon, Sébastien Lemieux, Claude Perreault
CAMAP: Artificial neural networks unveil the role of codon arrangement in modulating MHC-I peptides presentation. PLoS Comput. Biol. 17 (10) (2021)
Assya Trofimov, Joseph Paul Cohen, Yoshua Bengio, Claude Perreault, Sébastien Lemieux
Factorized embeddings learns rich and biologically meaningful embedding spaces using factorized tensor decomposition. Bioinform. 36 (Supplement-1) (2020)
Assya Trofimov, Francis Dutil, Claude Perreault, Sébastien Lemieux, Yoshua Bengio, Joseph Paul Cohen
Towards the Latent Transcriptome. CoRR (2018)
Wenguang Shao, Patrick G. A. Pedrioli, Witold Wolski, Christian Scurtescu, Emanuel Schmid, Juan Antonio Vizcaíno, Mathieu Courcelles, Heiko Schuster, Daniel Kowalewski, Fabio Marino, Cecilia S. Lindestam Arlehamn, Kerrie Vaughan, Bjoern Peters, Alessandro Sette, Tom H. M. Ottenhoff, Krista E. Meijgaarden, Natalie Nieuwenhuizen, Stefan H. E. Kaufmann, Ralph Schlapbach, John C. Castle, Alexey I. Nesvizhskii, Morten Nielsen, Eric W. Deutsch, David S. Campbell, Robert L. Moritz, Roman A. Zubarev, Anders Jimmy Ytterberg, Anthony W. Purcell, Miguel Marcilla, Alberto Paradela, Qi Wang, Catherine E. Costello, Nicola Ternette, Peter A. van Veelen, Cécile A. C. M. van Els, Albert J. R. Heck, Gustavo A. de Souza, Ludvig M. Sollid, Arie Admon, Stefan Stevanovic, Hans-Georg Rammensee, Pierre Thibault, Claude Perreault, Michal Bassani-Sternberg, Ruedi Aebersold, Etienne Caron
The SysteMHC Atlas project. Nucleic Acids Res. 46 (Database-Issue) (2018)
Tariq Daouda, Jeremie Zumer, Claude Perreault, Sébastien Lemieux
Holographic Neural Architectures. CoRR (2018)
Assya Trofimov, Sébastien Lemieux, Claude Perreault
Warp: a method for neural network interpretability applied to gene expression profiles. CoRR (2017)
Tariq Daouda, Claude Perreault, Sébastien Lemieux
pyGeno: A Python package for precision medicine and proteogenomics. F1000Research 5 (2016)