Nicolas Chapados

Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model

Michael F. Byrne, Nicolas Chapados, Florian Soudan et al. · Gut · 2017 · 613 citations · Full text

N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Boris N. Oreshkin, Dmitri Carpov, Nicolas Chapados et al. · arXiv (Cornell University) · 2019 · 160 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Deep Neural Networks +15

Learning to Learn with Conditional Class Dependencies

Xiang Jiang, Mohammad Havaei, Farshid Varno et al. · International Conference on Learning Representations · 2018 · 55 citations

Natural Language Processing, Engineering, Machine Learning +9

Cost functions and model combination for VaR-based asset allocation using neural networks

Nicolas Chapados, Yoshua Bengio · IEEE Transactions on Neural Networks · 2001 · 51 citations

Machine Learning, Asset Allocation, Portfolio Management +18

Extensions to metric based model selection

Yoshua Bengio, Nicolas Chapados · 2003 · 41 citations