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Alexandre Piché
Alexandre Piché
ServiceNow Research, Mila
Verified email at mail.mcgill.ca
Title
Cited by
Cited by
Year
Interventions for implementation of thromboprophylaxis in hospitalized patients at risk for venous thromboembolism
SR Kahn, DR Morrison, G Diendéré, A Piché, KB Filion, AJ Klil‐Drori, ...
Cochrane Database of Systematic Reviews, 2018
862018
Reward estimation for variance reduction in deep reinforcement learning
J Romoff, P Henderson, A Piché, V Francois-Lavet, J Pineau
arXiv preprint arXiv:1805.03359, 2018
482018
Probabilistic Planning with Sequential Monte Carlo methods
A Piché, V Thomas, C Ibrahim, Y Bengio, C Pal
International Conference on Learning Representations, 2019
462019
Effectiveness of interventions for the implementation of thromboprophylaxis in hospitalised patients at risk of venous thromboembolism: an updated abridged Cochrane systematic …
SR Kahn, G Diendéré, DR Morrison, A Piché, KB Filion, AJ Klil-Drori, ...
BMJ open 9 (5), e024444, 2019
302019
Iterative amortized policy optimization
J Marino, A Piché, AD Ialongo, Y Yue
Advances in Neural Information Processing Systems 34, 15667-15681, 2021
212021
A higher sport-related reinjury risk does not mean inadequate rehabilitation: the methodological challenge of choosing the correct comparison group
I Shrier, M Zhao, A Piché, P Slavchev, RJ Steele
British journal of sports medicine 51 (8), 630-635, 2017
122017
Beyond Target Networks: Improving Deep Q-learning with Functional Regularization
A Piché, J Marino, GM Marconi, C Pal, ME Khan
arXiv preprint arXiv:2106.02613, 2021
112021
Can large language models build causal graphs?
S Long, T Schuster, A Piché, SN Research
arXiv preprint arXiv:2303.05279, 2023
102023
Causal discovery with language models as imperfect experts
S Long, A Piché, V Zantedeschi, T Schuster, A Drouin
arXiv preprint arXiv:2307.02390, 2023
62023
First concussion did not increase the risk of subsequent concussion when patients were managed appropriately
I Shrier, A Piché, RJ Steele
British journal of sports medicine 53 (7), 389-390, 2019
62019
Unsupervised model-based pre-training for data-efficient reinforcement learning from pixels
S Rajeswar, P Mazzaglia, T Verbelen, A Piché, B Dhoedt, A Courville, ...
52022
Atlantic causal inference conference data challenge, 2019
S Gruber, G Lefebvre, T Schuster, A Piché
URL https://sites. google. com/view/acic2019datachallenge, 0
5
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels
S Rajeswar, P Mazzaglia, T Verbelen, A Piché, B Dhoedt, A Courville, ...
42023
Unsupervised Model-based Pre-training for Data-efficient Control from Pixels
S Rajeswar, P Mazzaglia, T Verbelen, A Piché, B Dhoedt, A Courville, ...
arXiv preprint arXiv:2209.12016, 2022
42022
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields.
R Le Priol, A Piché, S Lacoste-Julien
UAI, 815-824, 2018
42018
Implicit Offline Reinforcement Learning via Supervised Learning
A Piche, R Pardinas, D Vazquez, I Mordatch, C Pal
arXiv preprint arXiv:2210.12272, 2022
32022
Leveraging Human Preferences to Master Poetry
R Pardinas, G Huang, D Vazquez, A Piché
The AAAI-23 Workshop on Creative AI Across Modalities, 2023
22023
Towards good validation metrics for generative models in offline model-based optimisation
C Beckham, A Piche, D Vazquez, C Pal
arXiv preprint arXiv:2211.10747, 2022
22022
On the design of variational rl algorithms
J Marino, A Piché, Y Yue
NeurIPS Workshop on Deep Reinforcement Learning, 2019
22019
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields
RL Priol, A Piché, S Lacoste-Julien
arXiv preprint arXiv:1712.08577, 2017
22017
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Articles 1–20