Prudencio Tossou
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The gametic synapse: RNA transfer to the bovine oocyte
AD Macaulay, I Gilbert, J Caballero, R Barreto, E Fournier, P Tossou, ...
Biology of reproduction 91 (4), 90, 1-12, 2014
1342014
Adaptive deep kernel learning
P Tossou, B Dura, F Laviolette, M Marchand, A Lacoste
arXiv preprint arXiv:1905.12131, 2019
152019
Towards interpretable sparse graph representation learning with laplacian pooling
E Noutahi, D Beaini, J Horwood, S Giguère, P Tossou
arXiv preprint arXiv:1905.11577, 2019
142019
Convolutional neural networks for spectroscopic analysis in retinal oximetry
DT DePaoli, P Tossou, M Parent, D Sauvageau, DC Côté
Scientific reports 9 (1), 1-13, 2019
62019
Rethinking Graph Transformers with Spectral Attention
D Kreuzer, D Beaini, WL Hamilton, V Létourneau, P Tossou
arXiv preprint arXiv:2106.03893, 2021
22021
Geodesics in fibered latent spaces: A geometric approach to learning correspondences between conditions
T Daouda, R Chhaibi, P Tossou, AC Villani
arXiv preprint arXiv:2005.07852, 2020
22020
Improvement and validation of high precision ocular oximetry using a convolutional neural network algorithm and a phantom eye
J Desroches, D DePaoli, N Lapointe, C Paulin, P Tossou, P Sauvageau, ...
Acta Ophthalmologica 97, 2019
12019
On the robustness of generalization of drug–drug interaction models
R Kpanou, MA Osseni, P Tossou, F Laviolette, J Corbeil
BMC bioinformatics 22 (1), 1-21, 2021
2021
3D Infomax improves GNNs for Molecular Property Prediction
H Stärk, D Beaini, G Corso, P Tossou, C Dallago, S Günnemann, P Liò
arXiv preprint arXiv:2110.04126, 2021
2021
Applying PySCMGroup to Breast Cancer Biomarkers Discovery.
MA Osseni, P Tossou, J Corbeil, F Laviolette
BIOINFORMATICS, 72-82, 2021
2021
Meta-learning for drug discovery
B Dura, P Tossou, C Subakan, AI InVivo
2020
Towards Interpretable Molecular Graph Representation Learning
E Noutahi, D Beani, J Horwood, P Tossou
2019
MODELLING BIOLOGICAL ASSAYS WITH ADAPTIVE DEEP KERNEL LEARNING
P Tossou, B Dura, D Cohen, M Marchand, F Laviolette, A Lacoste
2019
Improvement and validation of high precision ocular oximetry using a convolutional neural network algorithm and a phantom eye
DT DePaoli, N Lapointe, P Tossou, J Desroches, P Saugaveau, DC Côté, ...
Investigative Ophthalmology & Visual Science 60 (11), PB0101-PB0101, 2019
2019
Few-shot learning with KRR
P Tossou
2018
The gametic synapse; transferring RNA to the oocyte
AD Macaulay, I Gilbert, J Caballero, S Scantland, E Fournier, P Tossou, ...
World Congress of Reproductive Biology 2014 1, 2014
2014
GLO-2100: Algorithmes et structures de données pour ingénieurs
M Marchand, JF Roy, P Tossou, CLT FSG
2014
Biological assay modelling with adaptive deep kernel learning
P Tossou, AI InVivo, B Dura, M Marchand, F Laviolette, A Lacoste, ...
Auto-encoders with fibered latent spaces: A geometric approach to batch correction
T Daouda, R Chhaibi, P Tossou, AC Villani
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