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Dive into the research topics where Nan Rosemary Ke is active.

Publication


Featured researches published by Nan Rosemary Ke.


international conference on learning representations | 2017

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

David Krueger; Tegan Maharaj; Janos Kramar; Mohammad Pezeshki; Nicolas Ballas; Nan Rosemary Ke; Anirudh Goyal; Yoshua Bengio; Aaron C. Courville; Chris Pal


arXiv: Computation and Language | 2017

A Deep Reinforcement Learning Chatbot.

Iulian Vlad Serban; Chinnadhurai Sankar; Mathieu Germain; Saizheng Zhang; Zhouhan Lin; Sandeep Subramanian; Taesup Kim; Michael Pieper; Sarath Chandar; Nan Rosemary Ke; Sai Rajeswar Mudumba; Alexandre de Brébisson; Jose Sotelo; Dendi Suhubdy; Vincent Michalski; Alexandre Nguyen; Joelle Pineau; Yoshua Bengio


arXiv: Learning | 2015

Task Loss Estimation for Sequence Prediction.

Dzmitry Bahdanau; Dmitriy Serdyuk; Philemon Brakel; Nan Rosemary Ke; Jan Chorowski; Aaron C. Courville; Yoshua Bengio


international conference on learning representations | 2018

Twin Networks: Matching the Future for Sequence Generation

Dmitriy Serdyuk; Nan Rosemary Ke; Alessandro Sordoni; Adam Trischler; Chris Pal; Yoshua Bengio


arXiv: Learning | 2017

Twin Networks: Using the Future as a Regularizer.

Dmitriy Serdyuk; Nan Rosemary Ke; Alessandro Sordoni; Chris Pal; Yoshua Bengio


arXiv: Computation and Language | 2017

Ethical Challenges in Data-Driven Dialogue Systems.

Peter Henderson; Koustuv Sinha; Nicolas Angelard-Gontier; Nan Rosemary Ke; Genevieve Fried; Ryan Lowe; Joelle Pineau


Archive | 2017

The Variational Walkback Algorithm

Anirudh Goyal; Nan Rosemary Ke; Alex Lamb; Yoshua Bengio


arXiv: Machine Learning | 2018

h-detach: Modifying the LSTM Gradient Towards Better Optimization.

Devansh Arpit; Bhargav Kanuparthi; Giancarlo Kerg; Nan Rosemary Ke; Ioannis Mitliagkas; Yoshua Bengio


arXiv: Computation and Language | 2018

A Deep Reinforcement Learning Chatbot (Short Version).

Iulian Vlad Serban; Chinnadhurai Sankar; Mathieu Germain; Saizheng Zhang; Zhouhan Lin; Sandeep Subramanian; Taesup Kim; Michael Pieper; Sarath Chandar; Nan Rosemary Ke; Sai Rajeswar; Alexandre de Brébisson; Jose Sotelo; Dendi Suhubdy; Vincent Michalski; Alexandre Nguyen; Joelle Pineau; Yoshua Bengio


Archive | 2018

Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks

Nan Rosemary Ke; Anirudh Goyal; Olexa Bilaniuk; Jonathan Binas; Laurent Charlin; Chris Pal; Yoshua Bengio

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Yoshua Bengio

Université de Montréal

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Chris Pal

École Polytechnique de Montréal

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Anirudh Goyal

Université de Montréal

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Alex Lamb

Université de Montréal

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