About
Discord Stateoftheart AI
GitHub

Publications

42

Cited by

2962

Laurent Charlin

machine learningartificial intelligence
HEC Montréal

Canada

Papers and Citations

1 - 50
A hierarchical latent variable encoder-decoder model for generating dialogues
2016
Joelle Pineau
Laurent Charlin
Iulian Vlad Serban
+4
Cited by 790
How not to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
2016
Ryan Lowe
Joelle Pineau
Laurent Charlin
+3
Cited by 737
A survey of available corpora for building data-driven dialogue systems
2015
Peter Henderson
Iulian Vlad Serban
Laurent Charlin
+2
Cited by 257
A survey of available corpora for building data-driven dialogue systems: The journal version
2018
Peter Henderson
Iulian Vlad Serban
Ryan Lowe
+2
Cited by 207
Factorization meets the item embedding: Regularizing matrix factorization with item co-occurrence
2016
Dawen Liang
David Blei
Jaan Altosaar
+1
Cited by 179
Content-based recommendations with poisson factorization
2014
David Blei
Prem Gopalan
Laurent Charlin
Cited by 167
Modeling user exposure in recommendation
2016
James McInerney
Dawen Liang
Laurent Charlin
+1
Cited by 158
Deep exponential families
2015
Rajesh Ranganath
David Blei
Linpeng Tang
+1
Cited by 135
Training end-to-end dialogue systems with the ubuntu dialogue corpus
2017
Chia-Wei Liu
Nissan Pow
Laurent Charlin
+5
Cited by 130
Session-based social recommendation via dynamic graph attention networks
2019
Laurent Charlin
Ming Zhang
Yifan Wang
+7
Cited by 114
Hierarchical POMDP Controller Optimization by Likelihood Maximization.
2008
Marc Toussaint
Laurent Charlin
Pascal Poupart
Cited by 107
Language gans falling short
2018
Laurent Charlin
Hugo Larochelle
Joelle Pineau
+3
Cited by 97
Dynamic poisson factorization
2015
Rajesh Ranganath
Laurent Charlin
James McInerney
+1
Cited by 88
Exact combinatorial optimization with graph convolutional neural networks
2019
Andrea Lodi
Nicola Ferroni
Laurent Charlin
+3
Cited by 77
Generative deep neural networks for dialogue: A short review
2016
Ryan Lowe
Iulian Vlad Serban
Joelle Pineau
+1
Cited by 65
Towards deep conversational recommendations
2018
Samira Ebrahimi Kahou
Laurent Charlin
Hannes Schulz
+3
Cited by 54
On the evaluation of dialogue systems with next utterance classification
2016
Iulian Vlad Serban
Laurent Charlin
Ryan Lowe
+2
Cited by 48
Stochastic k-neighborhood selection for supervised and unsupervised learning
2013
Daniel Tarlow
Richard Zemel
Laurent Charlin
+2
Cited by 45
A framework for optimizing paper matching
2011
Laurent Charlin
Richard Zemel
Craig Boutilier
Cited by 39
Automated hierarchy discovery for planning in partially observable environments
2007
R Shioda
Pascal Poupart
Laurent Charlin
Cited by 38
Incorporating unstructured textual knowledge sources into neural dialogue systems
2015
N Pow
Laurent Charlin
Iulian Vlad Serban
+2
Cited by 29
Online continual learning with maximal interfered retrieval
2019
Rahaf Aljundi
Eugene Belilovsky
Tinne Tuytelaars
+4
Cited by 27
Learnable explicit density for continuous latent space and variational inference
2017
Mohammad Havaei
Laurent Dinh
Laurent Charlin
+4
Cited by 19
Online fast adaptation and knowledge accumulation: a new approach to continual learning
2020
David Vázquez
Laurent Charlin
Min Lin
+8
Cited by 19
The deconfounded recommender: A causal inference approach to recommendation
2018
David Blei
Yixin Wang
Dawen Liang
+1
Cited by 17
Focused hierarchical rnns for conditional sequence processing
2018
Laurent Charlin
Nan Rosemary Ke
Joelle Pineau
+6
Cited by 17
Leveraging user libraries to bootstrap collaborative filtering
2014
Laurent Charlin
Richard Zemel
Hugo Larochelle
Cited by 12
Active learning for matching problems
2012
Richard Zemel
Craig Boutilier
Laurent Charlin
Cited by 9
Sparse attentive backtracking: Long-range credit assignment in recurrent networks
2017
NR Ke
C Pal
Laurent Charlin
+4
Cited by 8
Ig-rl: Inductive graph reinforcement learning for massive-scale traffic signal control
2020
Denis Larocque
François-Xavier Devailly
Laurent Charlin
Cited by 3
Continual Learning of New Sound Classes Using Generative Replay
2019
Zhepei Wang
Z Wang
Cem Subakan
+3
Cited by 2
Combining Dynamic A/B Experimentation and Recommender Systems in MOOCs.
2016
Louie Hoang
Joseph Jay Williams
Laurent Charlin
Cited by 1
Hierarchy discovery and hierarchical policy optimization for planning in partially observable domains
Marc Toussaint
Pascal Poupart
Laurent Charlin
Cited by
Supervised and Active Learning for Recommender Systems
2014
Laurent Charlin
Cited by
Inference for travel time on transportation networks
2020
M Elmasri
A Labbe
Laurent Charlin
+1
Cited by
Exact Combinatorial Optimization with Graph Convolutional Neural Networks Supplementary Materials
Andrea Lodi
HEC Mila
A Lodi
+4
Cited by
A Sparse Probabilistic Model of User Preference Data
2017
Matthew J.A. Smith
Joelle Pineau
Laurent Charlin
Cited by
A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM
2020
Varun Gupta
Dung D Vu
Robert Belfer
+6
Cited by