Alexandre Lacoste
Alexandre Lacoste
Research Scientist, Element AI
Verified email at elementai.com
TitleCited byYear
Tadam: Task dependent adaptive metric for improved few-shot learning
B Oreshkin, PR López, A Lacoste
Advances in Neural Information Processing Systems, 721-731, 2018
942018
A supervised classification algorithm for note onset detection
A Lacoste, D Eck
EURASIP Journal on Applied Signal Processing 2007 (1), 153-153, 2007
792007
Wikireading: A novel large-scale language understanding task over wikipedia
D Hewlett, A Lacoste, L Jones, I Polosukhin, A Fandrianto, J Han, ...
arXiv preprint arXiv:1608.03542, 2016
782016
Coarse-to-fine question answering for long documents
E Choi, D Hewlett, J Uszkoreit, I Polosukhin, A Lacoste, J Berant
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
75*2017
Neural autoregressive flows
CW Huang, D Krueger, A Lacoste, A Courville
arXiv preprint arXiv:1804.00779, 2018
692018
PAC-Bayesian theory meets Bayesian inference
P Germain, F Bach, A Lacoste, S Lacoste-Julien
Advances in Neural Information Processing Systems, 1884-1892, 2016
462016
Bayesian hypernetworks
D Krueger, CW Huang, R Islam, R Turner, A Lacoste, A Courville
arXiv preprint arXiv:1710.04759, 2017
452017
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets
A Lacoste, F Laviolette, M Marchand
Journal of Machine Learning Research - Proceedings Track, 665-675, 2012
252012
MHC-NP: predicting peptides naturally processed by the MHC
S Giguère, A Drouin, A Lacoste, M Marchand, J Corbeil, F Laviolette
Journal of immunological methods 400, 30-36, 2013
232013
A PAC-Bayes sample compression approach to kernel methods
P Germain, A Lacoste, F Laviolette, M Marchand, S Shanian
212011
Tackling Climate Change with Machine Learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
arXiv preprint arXiv:1906.05433, 2019
20*2019
Agnostic Bayesian learning of ensembles
A Lacoste, M Marchand, F Laviolette, H Larochelle
International Conference on Machine Learning, 611-619, 2014
202014
Predicting genre labels for artist using FreeDB.
J Bergstra, A Lacoste, D Eck
ISMIR, 85-88, 2006
192006
Onset detection with artificial neural networks for MIREX 2005
A Lacoste, D Eck
Extended abstract of the 1 st Annual Music Information Retrieval Evaluation …, 2005
192005
Sequential model-based ensemble optimization
A Lacoste, H Larochelle, F Laviolette, M Marchand
arXiv preprint arXiv:1402.0796, 2014
182014
Deep prior
A Lacoste, T Boquet, N Rostamzadeh, B Oreshkin, W Chung, D Krueger
arXiv preprint arXiv:1712.05016, 2017
15*2017
Learning heuristics for the tsp by policy gradient
M Deudon, P Cournut, A Lacoste, Y Adulyasak, LM Rousseau
International Conference on the Integration of Constraint Programming …, 2018
132018
Improving explorability in variational inference with annealed variational objectives
CW Huang, S Tan, A Lacoste, AC Courville
Advances in Neural Information Processing Systems, 9701-9711, 2018
92018
Accurate supervised and semi-supervised machine reading for long documents
D Hewlett, L Jones, A Lacoste, I Gur
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
82017
Hierarchical Importance Weighted Autoencoders
CW Huang, K Sankaran, E Dhekane, A Lacoste, A Courville
arXiv preprint arXiv:1905.04866, 2019
22019
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Articles 1–20