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Nicolas Chapados
Nicolas Chapados
ServiceNow Research & Polytechnique Montréal (adjunct)
Verified email at servicenow.com
Title
Cited by
Cited by
Year
Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model
MF Byrne, N Chapados, F Soudan, C Oertel, ML Pérez, R Kelly, N Iqbal, ...
Gut 68 (1), 94-100, 2019
4552019
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting
BN Oreshkin, D Carpov, N Chapados, Y Bengio
arXiv preprint arXiv:1905.10437, 2019
3732019
Hemis: Hetero-modal image segmentation
M Havaei, N Guizard, N Chapados, Y Bengio
International Conference on Medical Image Computing and Computer-Assisted …, 2016
1932016
Method and apparatus for discourse management
N Chapados, PR Stubley, C Pateras, RR Tremblay
US Patent 6,356,869, 2002
1482002
Cost functions and model combination for VaR-based asset allocation using neural networks
N Chapados, Y Bengio
IEEE Transactions on Neural Networks 12 (4), 890-906, 2001
722001
Extensions to metric based model selection
Y Bengio, N Chapados
The Journal of Machine Learning Research 3, 1209-1227, 2003
592003
Learning to learn with conditional class dependencies
X Jiang, M Havaei, F Varno, G Chartrand, N Chapados, S Matwin
international conference on learning representations, 2018
532018
Effective Bayesian modeling of groups of related count time series
N Chapados
International conference on machine learning, 1395-1403, 2014
482014
Retail store scheduling for profit
N Chapados, M Joliveau, P L’Ecuyer, LM Rousseau
European Journal of Operational Research 239 (3), 609-624, 2014
392014
CASED: curriculum adaptive sampling for extreme data imbalance
A Jesson, N Guizard, SH Ghalehjegh, D Goblot, F Soudan, N Chapados
International Conference on Medical Image Computing and Computer-Assisted …, 2017
382017
Meta-learning framework with applications to zero-shot time-series forecasting
BN Oreshkin, D Carpov, N Chapados, Y Bengio
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9242-9250, 2021
352021
Portfolio choice problems: An introductory survey of single and multiperiod models
N Chapados
Springer Science & Business Media, 2011
322011
Estimating car insurance premia: A case study in high-dimensional data inference
N Chapados, Y Bengio, P Vincent, J Ghosn, C Dugas, I Takeuchi, L Meng
Advances in Neural Information Processing Systems 14, 2001
322001
Statistical learning algorithms applied to automobile insurance ratemaking
C Dugas, Y Bengio, N Chapados, P Vincent, G Denoncourt, C Fournier
CAS Forum 1 (1), 179-214, 2003
302003
Augmented functional time series representation and forecasting with Gaussian processes
N Chapados, Y Bengio
Advances in neural information processing systems 20, 2007
272007
A mixed-initiative natural dialogue system for conference room reservation.
C Pateras, N Chapados, R Kwan, D Lavoie, R Tremblay
EUROSPEECH, 1999
261999
Retail store workforce scheduling by expected operating income maximization
N Chapados, M Joliveau, LM Rousseau
International Conference on AI and OR Techniques in Constriant Programming …, 2011
212011
Attentive task-agnostic meta-learning for few-shot text classification
X Jiang, M Havaei, G Chartrand, H Chouaib, T Vincent, A Jesson, ...
162018
Detonation classification from acoustic signature with the restricted Boltzmann machine
Y Bengio, N Chapados, O Delalleau, H Larochelle, X Saint‐Mleux, ...
Computational Intelligence 28 (2), 261-288, 2012
132012
On the importance of attention in meta-learning for few-shot text classification
X Jiang, M Havaei, G Chartrand, H Chouaib, T Vincent, A Jesson, ...
arXiv preprint arXiv:1806.00852, 2018
122018
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