Articles with public access mandates - Joelle PineauLearn more
Not available anywhere: 2
RapidBrachyDL: rapid radiation dose calculations in brachytherapy via deep learning
X Mao, J Pineau, R Keyes, SA Enger
International Journal of Radiation Oncology* Biology* Physics 108 (3), 802-812, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
Modeling glucagon action in patients with type 1 diabetes
A Emami, J El Youssef, R Rabasa-Lhoret, J Pineau, JR Castle, A Haidar
IEEE journal of biomedical and health informatics 21 (4), 1163-1171, 2016
Mandates: Canadian Institutes of Health Research, Fonds de recherche du Québec - Santé …
Available somewhere: 81
Building end-to-end dialogue systems using generative hierarchical neural network models
I Serban, A Sordoni, Y Bengio, A Courville, J Pineau
Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
A hierarchical latent variable encoder-decoder model for generating dialogues
I Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
Online planning algorithms for POMDPs
S Ross, J Pineau, S Paquet, B Chaib-Draa
Journal of Artificial Intelligence Research 32, 663-704, 2008
Mandates: US National Institutes of Health
Bayesian reinforcement learning: A survey
M Ghavamzadeh, S Mannor, J Pineau, A Tamar
Foundations and Trends® in Machine Learning 8 (5-6), 359-483, 2015
Mandates: Natural Sciences and Engineering Research Council of Canada
Learning robust features using deep learning for automatic seizure detection
P Thodoroff, J Pineau, A Lim
Machine learning for healthcare conference, 178-190, 2016
Mandates: Canadian Institutes of Health Research, Natural Sciences and Engineering …
Improving reproducibility in machine learning research (a report from the neurips 2019 reproducibility program)
J Pineau, P Vincent-Lamarre, K Sinha, V Larivière, A Beygelzimer, ...
Journal of machine learning research 22 (164), 1-20, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
Transparency and reproducibility in artificial intelligence
B Haibe-Kains, GA Adam, A Hosny, F Khodakarami, ...
Nature 586 (7829), E14-E16, 2020
Mandates: US National Institutes of Health, UK Biotechnology and Biological Sciences …
Socially adaptive path planning in human environments using inverse reinforcement learning
B Kim, J Pineau
International Journal of Social Robotics 8, 51-66, 2016
Mandates: Canadian Institutes of Health Research, Fonds de recherche du Québec - Santé …
Informing sequential clinical decision-making through reinforcement learning: an empirical study
SM Shortreed, E Laber, DJ Lizotte, TS Stroup, J Pineau, SA Murphy
Machine learning 84, 109-136, 2011
Mandates: US National Institutes of Health, Canadian Institutes of Health Research
Hierarchical neural network generative models for movie dialogues
IV Serban, A Sordoni, Y Bengio, A Courville, J Pineau
arXiv preprint arXiv:1507.04808 7 (8), 434-441, 2015
Mandates: Natural Sciences and Engineering Research Council of Canada
Person tracking and following with 2d laser scanners
A Leigh, J Pineau, N Olmedo, H Zhang
2015 IEEE international conference on robotics and automation (ICRA), 726-733, 2015
Mandates: Natural Sciences and Engineering Research Council of Canada
A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes.
S Ross, J Pineau, B Chaib-draa, P Kreitmann
Journal of Machine Learning Research 12 (5), 2011
Mandates: US National Institutes of Health
Spatially invariant unsupervised object detection with convolutional neural networks
E Crawford, J Pineau
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3412-3420, 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
Ethical challenges in data-driven dialogue systems
P Henderson, K Sinha, N Angelard-Gontier, NR Ke, G Fried, R Lowe, ...
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Online bagging and boosting for imbalanced data streams
B Wang, J Pineau
IEEE Transactions on Knowledge and Data Engineering 28 (12), 3353-3366, 2016
Mandates: Canadian Institutes of Health Research, Natural Sciences and Engineering …
Training end-to-end dialogue systems with the ubuntu dialogue corpus
R Lowe, N Pow, IV Serban, L Charlin, CW Liu, J Pineau
Dialogue & Discourse 8 (1), 31-65, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
New insights on reducing abrupt representation change in online continual learning
L Caccia, R Aljundi, N Asadi, T Tuytelaars, J Pineau, E Belilovsky
arXiv preprint arXiv:2104.05025, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
Invariant causal prediction for block mdps
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
International Conference on Machine Learning, 11214-11224, 2020
Mandates: European Commission
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