About
Discord Stateoftheart AI
GitHub

Publications

109

Cited by

7620

Usunier Nicolas

machine learning
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United States

Papers and Citations

1 - 50
Translating embeddings for modeling multi-relational data
2013
Oksana Yakhnenko
A García-Durán
Usunier Nicolas
+4
Cited by 3327
Wsabie: Scaling up to large vocabulary image annotation
2011
Jason Weston
Samy Bengio
Usunier Nicolas
Cited by 699
Parseval networks: Improving robustness to adversarial examples
2017
Moustapha Cisse
Edouard Grave
Piotr Bojanowski
+3
Cited by 466
Large scale image annotation: learning to rank with joint word-image embeddings
2010
Samy Bengio
Usunier Nicolas
Jason Weston
Cited by 445
Large-scale simple question answering with memory networks
2015
Sumit Chopra
Usunier Nicolas
Jason Weston
+1
Cited by 425
End-to-end object detection with transformers
2020
Alexander Kirillov
Francisco Massa
Gabriel Synnaeve
+3
Cited by 407
Open question answering with weakly supervised embedding models
2014
Usunier Nicolas
Antoine Bordes
Jason Weston
Cited by 304
Fader networks: Manipulating images by sliding attributes
2017
Usunier Nicolas
Marc'Aurelio Ranzato
Antoine Bordes
+3
Cited by 285
Learning from multiple partially observed views-an application to multilingual text categorization
2009
Cyril Goutte
Massih-Reza Amini
Usunier Nicolas
Cited by 275
Fader networks: Generating image variations by sliding attribute values
2017
Marc'Aurelio Ranzato
Guillaume Lample
Usunier Nicolas
+3
Cited by 262
Connecting language and knowledge bases with embedding models for relation extraction
2013
Antoine Bordes
Jason Weston
Usunier Nicolas
+1
Cited by 206
Improving neural language models with a continuous cache
2016
Edouard Grave
Usunier Nicolas
Armand Joulin
Cited by 187
Ranking with ordered weighted pairwise classification
2009
Patrick Gallinari
Usunier Nicolas
D Buffoni
Cited by 179
PAC-Bayes bounds for the risk of the majority vote and the variance of the Gibbs classifier
2007
Usunier Nicolas
Pascal Germain
Mario Marchand
+2
Cited by 134
Episodic exploration for deep deterministic policies: An application to starcraft micromanagement tasks
2016
Soumith Chintala
Usunier Nicolas
Zeming Lin
+1
Cited by 133
Canonical tensor decomposition for knowledge base completion
2018
Usunier Nicolas
Timothée Lacroix
Guillaume Obozinski
Cited by 109
Robust bloom filters for large multilabel classification tasks
2013
Usunier Nicolas
Moustapha M Cisse
Thierry Artieres
+2
Cited by 99
Optimizing F-measures by cost-sensitive classification
2014
Usunier Nicolas
SP Parambath
Y Grandvalet
Cited by 95
Torchcraft: a library for machine learning research on real-time strategy games
2016
Florian Richoux
Nantas Nardelli
Soumith Chintala
+5
Cited by 92
How should we evaluate supervised hashing?
2017
Alexandre Sablayrolles
Hervé Jégou
Matthijs Douze
+1
Cited by 84
Composing relationships with translations
2015
Antoine Bordes
A García-Durán
Usunier Nicolas
+1
Cited by 84
Sequence labelling SVMs trained in one pass
2008
Antoine Bordes
Leon Bottou
Usunier Nicolas
Cited by 73
Automatic text summarization based on word-clusters and ranking algorithms
2005
Massih-Reza Amini
Patrick Gallinari
Usunier Nicolas
Cited by 68
End-to-end speech recognition from the raw waveform
2018
Ronan Collobert
Emmanuel Dupoux
Gabriel Synnaeve
+3
Cited by 63
Combining two and three-way embedding models for link prediction in knowledge bases
2016
Yves Grandvalet
A García-Durán
Usunier Nicolas
+3
Cited by 62
A coverage-based approach to recommendation diversity on similarity graph
2016
Usunier Nicolas
Yves Grandvalet
Shameem A Puthiya Parambath
+2
Cited by 61
Fully convolutional speech recognition
2018
Usunier Nicolas
Qiantong Xu
Ronan Collobert
+4
Cited by 61
Dense and low-rank gaussian crfs using deep embeddings
2017
Iasonas Kokkinos
Siddhartha Chandra
Usunier Nicolas
Cited by 54
Music source separation in the waveform domain
2019
Francis Bach
Usunier Nicolas
Leon Bottou
+1
Cited by 53
Learning filterbanks from raw speech for phone recognition
2018
Iasonas Kokkinos
Gabriel Synnaeve
Usunier Nicolas
+3
Cited by 52
A case study in a recommender system based on purchase data
2011
Bruno Pradel
Céline Rouveirol
Frédéric Dufau-Joel
+5
Cited by 46
On the (non-) existence of convex, calibrated surrogate losses for ranking
2012
Usunier Nicolas
Patrick Gallinari
C Calauzenes
Cited by 44
Generalization error bounds for classifiers trained with interdependent data
2006
Massih-Reza Amini
Usunier Nicolas
Patrick Gallinari
Cited by 42
Towards understanding situated natural language
2010
Usunier Nicolas
Ronan Collobert
Antoine Bordes
+1
Cited by 42
Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics
2012
B Pradel
Patrick Gallinari
Usunier Nicolas
Cited by 41
Effective blending of two and three-way interactions for modeling multi-relational data
2014
Usunier Nicolas
Antoine Bordes
A García-Durán
+1
Cited by 41
Joint learning of speaker and phonetic similarities with siamese networks.
2016
Gabriel Synnaeve
Emmanuel Dupoux
Usunier Nicolas
+1
Cited by 40
Learning to Rank for Collaborative Filtering.
2007
JF Pessiot
TV Truong
Massih-Reza Amini
+2
Cited by 40
Learning scoring functions with order-preserving losses and standardized supervision
2011
D Buffoni
C Calauzenes
Patrick Gallinari
+1
Cited by 34
A contextual query expansion approach by term clustering for robust text summarization
2007
Usunier Nicolas
Massih-Reza Amini
Cited by 34
Irreflexive and hierarchical relations as translations
2013
Oksana Yakhnenko
A García-Durán
O Yakhnenko
+4
Cited by 31
Learning with partially labeled and interdependent data
2015
Massih-Reza Amini
Usunier Nicolas
Cited by 29
A transductive bound for the voted classifier with an application to semi-supervised learning
2009
Massih-Reza Amini
François Laviolette
Usunier Nicolas
Cited by 27
A data-dependent generalisation error bound for the AUC
2005
Massih-Reza Amini
Patrick Gallinari
Usunier Nicolas
Cited by 27
Label ranking under ambiguous supervision for learning semantic correspondences
2010
Antoine Bordes
Usunier Nicolas
Jason Weston
Cited by 27
Forward modeling for partial observation strategy games-a starcraft defogger
2018
Nicolas Carion
Zeming Lin
Usunier Nicolas
+5
Cited by 25
Learning-based summarisation of XML documents
2007
Massih-Reza Amini
Mounia Lalmas
Anastasios Tombros
+1
Cited by 25
Multiview semi-supervised learning for ranking multilingual documents
2011
Usunier Nicolas
Massih-Reza Amini
Cyril Goutte
Cited by 23
Boosting weak ranking functions to enhance passage retrieval for question answering
2004
Patrick Gallinari
Usunier Nicolas
Massih-Reza Amini
Cited by 22
Sing: Symbol-to-instrument neural generator
2018
Francis Bach
Alexandre D�fossez
Leon Bottou
+2
Cited by 22