Nan Rosemary Ke
Nan Rosemary Ke
PhD student, MILA, University of Montreal, Polytechnique Montreal
Verified email at polymtl.ca
TitleCited byYear
Zoneout: Regularizing rnns by randomly preserving hidden activations
D Krueger, T Maharaj, J Kramár, M Pezeshki, N Ballas, NR Ke, A Goyal, ...
5th International Conference on Learning Representations (ICLR 2017), 2016
1092016
Transferring knowledge from a RNN to a DNN
W Chan, NR Ke, I Lane
16th Annual Conference of the International Speech Communication Association …, 2015
502015
A deep reinforcement learning chatbot
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
Alexa challenge 2017, 2017
482017
Cascading bandits for large-scale recommendation problems
S Zong, H Ni, K Sung, NR Ke, Z Wen, B Kveton
32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016, 2016
242016
Z-Forcing: Training stochastic recurrent networks
AGAP GOYAL, A Sordoni, MA Côté, N Ke, Y Bengio
31th Annual Conference on Neural Information Processing Systems (NIPS 2017 …, 2017
222017
Task loss estimation for sequence prediction
D Bahdanau, D Serdyuk, P Brakel, NR Ke, J Chorowski, A Courville, ...
arXiv preprint arXiv:1511.06456, 2015
202015
Twin networks: Matching the future for sequence generation
D Serdyuk, NR Ke, A Sordoni, A Trischler, C Pal, Y Bengio
6th International Conference on Learning Representations (ICLR 2018), 2018
13*2018
Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding
NR Ke, A Goyal, O Bilaniuk, J Binas, MC Mozer, C Pal, Y Bengio
32nd Conference on Neural Information Processing Systems (NIPS 2018 …, 2018
7*2018
Focused Hierarchical RNNs for Conditional Sequence Processing
NR Ke, K Zolna, A Sordoni, Z Lin, A Trischler, Y Bengio, J Pineau, ...
35th International Conference on Machine Learning (ICML 2018), 2018
62018
Ethical Challenges in Data-Driven Dialogue Systems
P Henderson, K Sinha, N Angelard-Gontier, NR Ke, G Fried, R Lowe, ...
arXiv preprint arXiv:1711.09050, 2017
62017
Variational walkback: Learning a transition operator as a stochastic recurrent net
AGAP Goyal, N Ke, S Ganguli, Y Bengio
31th Annual Conference on Neural Information Processing Systems (NIPS 2017 …, 2017
6*2017
A Deep Reinforcement Learning Chatbot (Short Version)
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1801.06700, 2018
32018
The Octopus Approach to the Alexa Competition: A Deep Ensemble-based Socialbot
IV Serban, C Sankar, ZL Saizheng Zhang, S Subramanian, T Kim, ...
Alexa Prize Proceedings, 2017
32017
ICLR 2018 reproducibility challenge
J Pineau, G Fried, RN Ke, H Larochelle
3
ACtuAL: Actor-Critic Under Adversarial Learning
A Goyal, NR Ke, A Lamb, RD Hjelm, C Pal, J Pineau, Y Bengio
arXiv preprint arXiv:1711.04755, 2017
12017
Adversarial Gain
P Henderson, K Sinha, RN Ke, J Pineau
arXiv preprint arXiv:1811.01302, 2018
2018
h-detach: Modifying the LSTM Gradient Towards Better Optimization
B Kanuparthi, D Arpit, G Kerg, NR Ke, I Mitliagkas, Y Bengio
7th International Conference on Learning Representations (ICLR 2019), 2018
2018
Modeling the Long Term Future in Model-Based Reinforcement Learning
NR Ke, A Singh, A Touati, A Goyal, Y Bengio, D Parikh, D Batra
7th International Conference on Learning Representations (ICLR 2019), 2018
2018
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