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Jacob Buckman
Jacob Buckman
PhD Student, Mila
Verified email at mail.mcgill.ca - Homepage
Title
Cited by
Cited by
Year
Thermometer encoding: One hot way to resist adversarial examples
J Buckman, A Roy, C Raffel, I Goodfellow
International Conference on Learning Representations, 2018
7182018
Sample-efficient reinforcement learning with stochastic ensemble value expansion
J Buckman, D Hafner, G Tucker, E Brevdo, H Lee
Advances in Neural Information Processing Systems, 8224-8234, 2018
3662018
DeepMDP: Learning continuous latent space models for representation learning
C Gelada, S Kumar, J Buckman, O Nachum, MG Bellemare
International Conference on Machine Learning, 2170-2179, 2019
2952019
The Importance of Pessimism in Fixed-Dataset Policy Optimization
J Buckman, C Gelada, MG Bellemare
Ninth International Conference on Learning Representations, 2020
1522020
Is generator conditioning causally related to GAN performance?
A Odena, J Buckman, C Olsson, T Brown, C Olah, C Raffel, I Goodfellow
International conference on machine learning, 3849-3858, 2018
1362018
When does return-conditioned supervised learning work for offline reinforcement learning?
D Brandfonbrener, A Bietti, J Buckman, R Laroche, J Bruna
Advances in Neural Information Processing Systems 35, 1542-1553, 2022
542022
Neural lattice language models
J Buckman, G Neubig
Transactions of the Association for Computational Linguistics 6, 529-541, 2018
272018
Transition-based dependency parsing with heuristic backtracking
J Buckman, M Ballesteros, C Dyer
Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016
112016
Non-Markovian policies occupancy measures
R Laroche, RT Combes, J Buckman
arXiv preprint arXiv:2205.13950, 2022
32022
Fair ML Tools Require Problematic ML Models
J Buckman
https://jacobbuckman.com/2021-02-15-fair-ml-tools-require-problematic-ml-models/, 2021
32021
Increasing security of neural networks by discretizing neural network inputs
A Roy, I Goodfellow, J Buckman, CA Raffel
US Patent 11,354,574, 2022
2022
Deep Autoregressive Regression.
A Khakhar, J Buckman
CoRR, 2022
2022
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Articles 1–12