Articles with public access mandates - Laurent CharlinLearn more
Available somewhere: 17
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 continual learning with maximally interfered retrieval
R Aljundi, L Caccia, E Belilovsky, M Caccia, M Lin, L Charlin, T Tuytelaars
Neural Information Processing Systems 2019, 2019
Mandates: Research Foundation (Flanders)
Exact combinatorial optimization with graph convolutional neural networks
M Gasse, D Chételat, N Ferroni, L Charlin, A Lodi
Advances in neural information processing systems 32, 2019
Mandates: Canada First Research Excellence Fund
Session-based Social Recommendation via Dynamic Graph Attention Networks
W Song, Z Xiao, Y Wang, L Charlin, M Zhang, J Tang
WSDM 2019, 2019
Mandates: National Natural Science Foundation of China
Modeling user exposure in recommendation
D Liang, L Charlin, J McInerney, DM Blei
Proceedings of the 25th international conference on World Wide Web, 951-961, 2016
Mandates: US National Science Foundation
Factorization meets the item embedding: Regularizing matrix factorization with item co-occurrence
D Liang, J Altosaar, L Charlin, DM Blei
Proceedings of the 10th ACM conference on recommender systems, 59-66, 2016
Mandates: US National Science Foundation
The deconfounded recommender: A causal inference approach to recommendation
Y Wang, D Liang, L Charlin, DM Blei
arXiv preprint arXiv:1808.06581, 2018
Mandates: US National Science Foundation, US Department of Defense, US National …
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
Online fast adaptation and knowledge accumulation: a new approach to continual learning
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ...
Advances in Neural Information Processing Systems, 2020, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Continual learning via local module composition
O Ostapenko, P Rodriguez, M Caccia, L Charlin
Advances in Neural Information Processing Systems 34, 30298-30312, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
IG-RL: Inductive graph reinforcement learning for massive-scale traffic signal control
FX Devailly, D Larocque, L Charlin
IEEE Transactions on Intelligent Transportation Systems, 2021
Mandates: Fonds de recherche du Québec - Santé, Natural Sciences and Engineering …
Focused hierarchical RNNs for conditional sequence processing
NR Ke, K Żołna, A Sordoni, Z Lin, A Trischler, Y Bengio, J Pineau, ...
International Conference on Machine Learning, 2554-2563, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Continual learning of new sound classes using generative replay
Z Wang, C Subakan, E Tzinis, P Smaragdis, L Charlin
2019 IEEE Workshop on Applications of Signal Processing to Audio and …, 2019
Mandates: US National Science Foundation
Synbols: Probing learning algorithms with synthetic datasets
A Lacoste, P Rodríguez López, F Branchaud-Charron, P Atighehchian, ...
Advances in Neural Information Processing Systems 33, 134-146, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Operational Research: methods and applications
F Petropoulos, G Laporte, E Aktas, SA Alumur, C Archetti, H Ayhan, ...
Journal of the Operational Research Society 75 (3), 423-617, 2024
Mandates: National Science Centre, Poland
Neural column generation for capacitated vehicle routing
B Babaki, SD Jena, L Charlin
AAAI-22 Workshop on Machine Learning for Operations Research (ML4OR), 2021
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
Model-Based Graph Reinforcement Learning for Inductive Traffic Signal Control
FX Devailly, D Larocque, L Charlin
IEEE Open Journal of Intelligent Transportation Systems, 2024
Mandates: Fonds de recherche du Québec - Nature et technologies
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