Alain Tapp

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Associate Academic Member
Alain Tapp
Full Professor, Université de Montréal
Alain Tapp

Although I have a long experience of fundamental research in physics, computer science and mathematics, I am a relatively new player in the field of artificial intelligence. My main interest are language understanding, question answering and machine learning fundamental principles.

Publications

2021-05

Search Data Structure Learning
Mathieu Duchesneau, Hansenclever Bassani and Alain Tapp
(venue unknown)
(2021-05-04)
openreview.netPDF

2021-03

Local Data Debiasing for Fairness Based on Generative Adversarial Training
Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu and Alain Tapp
Algorithms
(2021-03-14)
www.mdpi.comPDF

2020-08

A Framework for Studying Reinforcement Learning and Sim-to-Real in Robot Soccer
Hansenclever F. Bassani, Renie A. Delgado, José Nilton de O. Lima Junior, Heitor R. Medeiros, Pedro H. M. Braga, Mateus G. Machado, Lucas H. C. Santos and Alain Tapp
arXiv preprint arXiv:2008.12624
(2020-08-18)
ui.adsabs.harvard.eduPDF

2020-03

Learning to Play Soccer by Reinforcement and Applying Sim-to-Real to Compete in the Real World
Hansenclever F. Bassani, Renie A. Delgado, Jose Nilton de O. Lima Junior, Heitor R. Medeiros, Pedro H. M. Braga and Alain Tapp
arXiv preprint arXiv:2003.11102
(2020-03-24)
ui.adsabs.harvard.eduPDF

2019-08

Isotropic Maximization Loss and Entropic Score: Fast, Accurate, Scalable, Unexposed, Turnkey, and Native Neural Networks Out-of-Distribution Detection
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp and Teresa Ludermir
(venue unknown)
(2019-08-15)
arxiv.orgPDF
Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss.
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp and Teresa Bernarda Ludermir
arXiv preprint arXiv:1908.05569
(2019-08-15)
dblp.uni-trier.dePDF
Isotropic Maximization Loss and Entropic Score: Fast, Accurate, Scalable, Unexposed, Turnkey, and Native Neural Networks Out-of-Distribution Detection
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp and Teresa Ludermir
(venue unknown)
(2019-08-15)
export.arxiv.orgPDF

2019-07

Noisy Interactive Quantum Communication
Gilles Brassard, Ashwin Nayak, Alain Tapp, Dave Touchette and Falk Unger
SIAM Journal on Computing
(2019-07-16)
doi.org

2019-06

Adversarial training approach for local data debiasing
Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu and Alain Tapp
arXiv: Learning
(2019-06-19)
arxiv.orgPDF
Agnostic data debiasing through a local sanitizer learnt from an adversarial network approach.
Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu and Alain Tapp
arXiv preprint arXiv:1906.07858
(2019-06-19)
ui.adsabs.harvard.edu
Towards Lossless Encoding of Sentences
Gabriele Prato, Mathieu Duchesneau, Sarath Chandar and Alain Tapp

2019-05

Fairwashing: the risk of rationalization
Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs, Satoshi Hara and Alain Tapp

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