Nicolas Chapados - researchr alias

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Viewing Publication 1 - 23 from 23

2024

Dynamic Routing and Wavelength Assignment with Reinforcement LearningPeyman Kafaei, Quentin Cappart, Nicolas Chapados, Hamed Pouya, Louis-Martin Rousseau. informsjop, 6(1):1-18, January 2024. [doi]

2023

Regions of Reliability in the Evaluation of Multivariate Probabilistic ForecastsÉtienne Marcotte, Valentina Zantedeschi, Alexandre Drouin, Nicolas Chapados. icml 2023: 23958-24004 [doi]

2022

TACTiS: Transformer-Attentional Copulas for Time SeriesAlexandre Drouin, Étienne Marcotte, Nicolas Chapados. icml 2022: 5447-5493 [doi]

2021

Meta-Learning Framework with Applications to Zero-Shot Time-Series ForecastingBoris N. Oreshkin, Dmitri Carpov, Nicolas Chapados, Yoshua Bengio. AAAI 2021: 9242-9250 [doi]

2020

N-BEATS: Neural basis expansion analysis for interpretable time series forecastingBoris N. Oreshkin, Dmitri Carpov, Nicolas Chapados, Yoshua Bengio. iclr 2020: [doi]

2019

Learning to Learn with Conditional Class DependenciesXiang Jiang 0001, Mohammad Havaei, Farshid Varno, Gabriel Chartrand, Nicolas Chapados, Stan Matwin. iclr 2019: [doi]

2017

CASED: Curriculum Adaptive Sampling for Extreme Data ImbalanceAndrew Jesson, Nicolas Guizard, Sina Hamidi Ghalehjegh, Damien Goblot, Florian Soudan, Nicolas Chapados. miccai 2017: 639-646 [doi]

2016

HeMIS: Hetero-Modal Image SegmentationMohammad Havaei, Nicolas Guizard, Nicolas Chapados, Yoshua Bengio. miccai 2016: 469-477 [doi]

2014

Effective Bayesian Modeling of Groups of Related Count Time SeriesNicolas Chapados. icml 2014: 1395-1403 [doi]

Retail store scheduling for profitNicolas Chapados, Marc Joliveau, Pierre L'Ecuyer, Louis-Martin Rousseau. eor, 239(3):609-624, 2014. [doi]

2012

Detonation Classification from acoustic Signature with the Restricted Boltzmann MachineYoshua Bengio, Nicolas Chapados, Olivier Delalleau, Hugo Larochelle, Xavier Saint-Mleux, Christian Hudon, Jérôme Louradour. ci, 28(2):261-288, 2012. [doi]

2011

Portfolio Choice Problems - An Introductory Survey of Single and Multiperiod ModelsNicolas Chapados. Springer Briefs in Electrical and Computer Engineering, Springer, 2011. [doi]

Retail Store Workforce Scheduling by Expected Operating Income MaximizationNicolas Chapados, Marc Joliveau, Louis-Martin Rousseau. cpaior 2011: 53-58 [doi]

A high-order feature synthesis and selection algorithm applied to insurance risk modellingCharles Dugas, Nicolas Chapados, Réjean Ducharme, Xavier Saint-Mleux, Pascal Vincent. ijbidm, 6(3):237-258, 2011. [doi]

2008

Scoring Models for Insurance Risk Sharing Pool OpimizationNicolas Chapados, Charles Dugas, Pascal Vincent, Réjean Ducharme. icdm 2008: 97-105 [doi]

2007

Augmented Functional Time Series Representation and Forecasting with Gaussian ProcessesNicolas Chapados, Yoshua Bengio. nips 2008: 265-272 [doi]

Noisy K Best-Paths for Approximate Dynamic Programming with Application to Portfolio OptimizationNicolas Chapados, Yoshua Bengio. jcp, 2(1):12-19, 2007. [doi]

2006

The ::::K:::: Best-Paths Approach to Approximate Dynamic Programming with Application to Portfolio OptimizationNicolas Chapados, Yoshua Bengio. ai 2006: 491-502 [doi]

2003

Extensions to Metric-Based Model SelectionYoshua Bengio, Nicolas Chapados. jmlr, 3:1209-1227, 2003. [doi]

2002

Metric-based model selection for time-series forecastingYoshua Bengio, Nicolas Chapados. nnsp 2002: 13-22 [doi]

2001

Cost functions and model combination for VaR-based asset allocation using neural networksNicolas Chapados, Yoshua Bengio. tnn, 12(4):890-906, 2001. [doi]

Estimating Car Insurance Premia: a Case Study in High-Dimensional Data InferenceNicolas Chapados, Yoshua Bengio, Pascal Vincent, Joumana Ghosn, Charles Dugas, Ichiro Takeuchi, Linyan Meng. nips 2001: 1369-1376 [doi]

1999

A mixed-initiative natural dialogue system for conference room reservationClaudia Pateras, Nicolas Chapados, Remi Kwan, Dominic Lavoie, Réal Tremblay. interspeech 1999: 1275-1278 [doi]

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