Bordes, Antoine

32 publications

ECCVW 2018 DesIGN: Design Inspiration from Generative Networks Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie

AAAI 2018 StarSpace: Embed All the Things! Ledell Yu Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston

NeurIPS 2017 Fader Networks:Manipulating Images by Sliding Attributes Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato

ICLR 2017 Learning End-to-End Goal-Oriented Dialog Antoine Bordes, Y-Lan Boureau, Jason Weston

ICLR 2017 Tracking the World State with Recurrent Entity Networks Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun

JAIR 2016 Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet

ICLR 2016 Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston

ICLR 2016 The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston

ICLR 2016 Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Jason Weston, Antoine Bordes, Sumit Chopra, Tomás Mikolov

ICLR 2015 Memory Networks Jason Weston, Sumit Chopra, Antoine Bordes

MLJ 2014 A Semantic Matching Energy Function for Learning with Multi-Relational Data - Application to Word-Sense Disambiguation Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio

ECML-PKDD 2014 Effective Blending of Two and Three-Way Interactions for Modeling Multi-Relational Data Alberto García-Durán, Antoine Bordes, Nicolas Usunier

MLJ 2014 Introduction to the Special Issue on Learning Semantics Antoine Bordes, Léon Bottou, Ronan Collobert, Dan Roth, Jason Weston, Luke Zettlemoyer

MLJ 2014 Learning Semantic Representations of Objects and Their Parts Grégoire Mesnil, Antoine Bordes, Jason Weston, Gal Chechik, Yoshua Bengio

ECML-PKDD 2014 Open Question Answering with Weakly Supervised Embedding Models Antoine Bordes, Jason Weston, Nicolas Usunier

ICLR 2013 A Semantic Matching Energy Function for Learning with Multi-Relational Data Xavier Glorot, Antoine Bordes, Jason Weston, Yoshua Bengio

NeurIPS 2013 Translating Embeddings for Modeling Multi-Relational Data Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, Oksana Yakhnenko

NeurIPS 2012 A Latent Factor Model for Highly Multi-Relational Data Rodolphe Jenatton, Nicolas L. Roux, Antoine Bordes, Guillaume R. Obozinski

AISTATS 2012 Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio

AISTATS 2011 Deep Sparse Rectifier Neural Networks Xavier Glorot, Antoine Bordes, Yoshua Bengio

ICML 2011 Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach Xavier Glorot, Antoine Bordes, Yoshua Bengio

AAAI 2011 Learning Structured Embeddings of Knowledge Bases Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio

JMLR 2010 Erratum: SGDQN Is Less Careful than Expected Antoine Bordes, Léon Bottou, Patrick Gallinari, Jonathan Chang, S. Alex Smith

AISTATS 2010 Guarantees for Approximate Incremental SVMs Nicolas Usunier, Antoine Bordes, Léon Bottou

ICML 2010 Label Ranking Under Ambiguous Supervision for Learning Semantic Correspondences Antoine Bordes, Nicolas Usunier, Jason Weston

AISTATS 2010 Towards Understanding Situated Natural Language Antoine Bordes, Nicolas Usunier, Ronan Collobert, Jason Weston

JMLR 2009 SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent Antoine Bordes, Léon Bottou, Patrick Gallinari

ECML-PKDD 2008 Sequence Labelling SVMs Trained in One Pass Antoine Bordes, Nicolas Usunier, Léon Bottou

ICML 2007 Solving Multiclass Support Vector Machines with LaRank Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston

JMLR 2005 Fast Kernel Classifiers with Online and Active Learning Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou

AISTATS 2005 Online (and Offline) on an Even Tighter Budget Jason Weston, Antoine Bordes, Leon Bottou

ECML-PKDD 2005 The Huller: A Simple and Efficient Online SVM Antoine Bordes, Léon Bottou