NU
Nicolas Usunier
cs.LGcs.AIstat.MLcs.CLcs.CYcs.IRcs.CRcs.CVcs.SDeess.AS
On Valency
published · living versionsW_xypg2mgp·v1 · currentpublished
Large-scale Simple Question Answering with Memory Networks
with Antoine Bordes, Sumit Chopra, Jason Weston
1 version
Preprints & journals
52 papers in the corpus · 2012–2025Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning2410.09101v2 · Wassim Bouaziz, Nicolas Usunier, El-Mahdi El-Mhamdi2024 · 1 citationarXiv
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning2506.14913v1 · Wassim Bouaziz, Mathurin Videau, Nicolas Usunier et al.2025 · 0 citationsarXiv
Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights2506.02865v2 · Mathieu Andreux, Breno Baldas Skuk, Hamza Benchekroun et al.2025 · 0 citationsarXiv
Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification2503.10269v1 · Wassim Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier2025 · 1 citationarXiv
Inverting Gradient Attacks Makes Powerful Data Poisoning2410.21453v2 · Wassim Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier2024 · 0 citationsarXiv
System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes2406.01611v1 · Arpit Agarwal, Nicolas Usunier, Alessandro Lazaric et al.2024 · 3 citationsarXiv
Code Llama: Open Foundation Models for Code2308.12950v3 · Baptiste Roziere, Jonas Gehring, Fabian Gloeckle et al.2023 · 425 citationsarXiv
Group fairness without demographics using social networks2305.11361v1 · David Liu, Virginie Do, Nicolas Usunier et al.2023 · 5 citationsarXiv
Optimizing generalized Gini indices for fairness in rankings2204.06521v4 · Virginie Do, Nicolas Usunier2022 · 19 citationsarXiv
Leveraging Demonstrations with Latent Space Priors2210.14685v2 · Jonas Gehring, Deepak Gopinath, Jungdam Won et al.2022 · 2 citationsarXiv
Implementing Fairness Constraints in Markets Using Taxes and Subsidies2210.02586v2 · Alexander Peysakhovich, Christian Kroer, Nicolas Usunier2022 · 3 citationsarXiv
Online certification of preference-based fairness for personalized recommender systems2104.14527v5 · Virginie Do, Sam Corbett-Davies, Jamal Atif et al.2021 · 33 citationsarXiv
Contextual bandits with concave rewards, and an application to fair ranking2210.09957v2 · Virginie Do, Elvis Dohmatob, Matteo Pirotta et al.2022 · 0 citationsarXiv
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers2302.08572v1 · Melissa Hall, Bobbie Chern, Laura Gustafson et al.2023 · 2 citationsarXiv
A Simple Convergence Proof of Adam and Adagrad2003.02395v3 · Alexandre D'efossez, L'eon Bottou, Francis Bach et al.2020 · 47 citationsarXiv
Fast online ranking with fairness of exposure2209.13019v1 · Nicolas Usunier, Virginie Do, Elvis Dohmatob2022 · 16 citationsarXiv
Measuring and signing fairness as performance under multiple stakeholder distributions2207.09960v1 · David Lopez-Paz, Diane Bouchacourt, Levent Sagun et al.2022 · 1 citationarXiv
Fairness Indicators for Systematic Assessments of Visual Feature Extractors2202.07603v1 · Priya Goyal, Adriana Romero Soriano, Caner Hazirbas et al.2022 · 18 citationsarXiv
Online Selection of Diverse Committees2105.09295v2 · Virginie Do, Jamal Atif, J'erome Lang et al.2021 · 8 citationsarXiv
Two-sided fairness in rankings via Lorenz dominance2110.15781v1 · Virginie Do, Sam Corbett-Davies, Jamal Atif et al.2021 · 1 citationNeurIPS 2021
Hierarchical Skills for Efficient Exploration2110.10809v1 · Jonas Gehring, Gabriel Synnaeve, Andreas Krause et al.2021 · 1 citationarXiv
Gradient Matching for Domain Generalization2104.09937v3 · Yuge Shi, Jeffrey Seely, Philip H.S. Torr et al.2021 · 13 citationsarXiv
Music Source Separation in the Waveform Domain1911.13254v2 · Alexandre D'efossez (FAIR, SIERRA, PSL) et al.2019 · 181 citationsarXiv
A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings2104.08492v1 · Eltayeb Ahmed, Luisa Zintgraf, Christian A. Schroeder de Witt et al.2021 · 0 citationsarXiv
End-to-End Object Detection with Transformers2005.12872v3 · Nicolas Carion, Francisco Massa, Gabriel Synnaeve et al.2020 · 16,488 citationsarXiv
Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization2005.02934v1 · Pierre-Alexandre Kamienny, Matteo Pirotta, Alessandro Lazaric et al.2020 · 9 citationsarXiv
Tensor Decompositions for temporal knowledge base completion2004.04926v1 · Timoth'ee Lacroix, Guillaume Obozinski, Nicolas Usunier2020 · 134 citationsarXiv
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning1910.08809v1 · Nicolas Carion, Gabriel Synnaeve, Alessandro Lazaric et al.2019 · 23 citationsNeurIPS 2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed1909.01174v1 · Alexandre D'efossez (SIERRA, PSL, FAIR) et al.2019 · 57 citationsarXiv
Growing Action Spaces1906.12266v1 · Gregory Farquhar, Laura Gustafson, Zeming Lin et al.2019 · 0 citationsarXiv
Fully Convolutional Speech Recognition1812.06864v2 · Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky et al.2018 · 82 citationsarXiv
Value Propagation Networks1805.11199v2 · Nantas Nardelli, Gabriel Synnaeve, Zeming Lin et al.2018 · 16 citationsarXiv
To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition1812.03483v3 · Yossi Adi, Neil Zeghidour, Ronan Collobert et al.2018 · 34 citationsarXiv
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger1812.00054v1 · Gabriel Synnaeve, Zeming Lin, Jonas Gehring et al.2018 · 19 citationsAdvances in Neural Information Processing Systems 31 (2018) 10759-10770
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War1811.08568v1 · Jonas Gehring, Da Ju, Vegard Mella et al.2018 · 6 citationsarXiv
SING: Symbol-to-Instrument Neural Generator1810.09785v1 · Alexandre D'efossez (FAIR, PSL, SIERRA) et al.2018 · 11 citationsConference on Neural Information Processing Systems (NIPS), Dec 2018, Montr{\'e}al, Canada
End-to-End Speech Recognition From the Raw Waveform1806.07098v2 · Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve et al.2018 · 98 citationsarXiv
Canonical Tensor Decomposition for Knowledge Base Completion1806.07297v1 · Timoth'ee Lacroix, Nicolas Usunier, Guillaume Obozinski2018 · 48 citationsarXiv
Learning Filterbanks from Raw Speech for Phone Recognition1711.01161v2 · Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos et al.2017 · 99 citationsarXiv
Fader Networks: Manipulating Images by Sliding Attributes1706.00409v2 · Guillaume Lample, Neil Zeghidour, Nicolas Usunier et al.2017 · 277 citationsarXiv
Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure1505.00199v4 · Shameem A Puthiya Parambath, Nicolas Usunier, Yves Grandvalet2015 · 0 citationsarXiv
How should we evaluate supervised hashing?1609.06753v3 · Alexandre Sablayrolles, Matthijs Douze, Herv'e J'egou et al.2016 · 101 citationsarXiv
Parseval Networks: Improving Robustness to Adversarial Examples1704.08847v2 · Moustapha Cisse, Piotr Bojanowski, Edouard Grave et al.2017 · 169 citationsarXiv
Improving Neural Language Models with a Continuous Cache1612.04426v1 · Edouard Grave, Armand Joulin, Nicolas Usunier2016 · 92 citationsarXiv
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks1609.02993v3 · Nicolas Usunier, Gabriel Synnaeve, Zeming Lin et al.2016 · 123 citationsarXiv
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games1611.00625v2 · Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat et al.2016 · 85 citationsarXiv
Large-scale Simple Question Answering with Memory Networks1506.02075v1 · Antoine Bordes, Nicolas Usunier, Sumit Chopra et al.2015 · 561 citationsarXivon Valency
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases1506.00999v1 · Alberto Garcia-Duran, Antoine Bordes, Nicolas Usunier et al.2015 · 10 citationsarXiv
Open Question Answering with Weakly Supervised Embedding Models1404.4326v1 · Antoine Bordes, Jason Weston, Nicolas Usunier2014 · 364 citationsarXiv
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction1307.7973v1 · Jason Weston, Antoine Bordes, Oksana Yakhnenko et al.2013 · 208 citationsarXiv
Career total: 148 works. 52 are in this corpus.Showing the 50 most recent.
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