Nicolas Usunier

11.4k total citations
34 papers, 587 citations indexed

About

Nicolas Usunier is a scholar working on Artificial Intelligence, Management Science and Operations Research and Information Systems. According to data from OpenAlex, Nicolas Usunier has authored 34 papers receiving a total of 587 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 8 papers in Management Science and Operations Research and 4 papers in Information Systems. Recurrent topics in Nicolas Usunier's work include Topic Modeling (10 papers), Natural Language Processing Techniques (7 papers) and Machine Learning and Algorithms (5 papers). Nicolas Usunier is often cited by papers focused on Topic Modeling (10 papers), Natural Language Processing Techniques (7 papers) and Machine Learning and Algorithms (5 papers). Nicolas Usunier collaborates with scholars based in France, United States and Israel. Nicolas Usunier's co-authors include Jason Weston, Samy Bengio, Antoine Bordes, Alberto García-Durán, Massih-Reza Amini, Édouard Grave, Armand Joulin, Patrick Gallinari, Gabriel Synnaeve and Yves Grandvalet and has published in prestigious journals such as Neurocomputing, Machine Learning and Journal of Artificial Intelligence Research.

In The Last Decade

Nicolas Usunier

30 papers receiving 540 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Nicolas Usunier France 12 409 206 135 72 44 34 587
Miao Fan China 14 408 1.0× 188 0.9× 132 1.0× 74 1.0× 31 0.7× 35 598
Martha Larson Netherlands 11 303 0.7× 170 0.8× 248 1.8× 79 1.1× 82 1.9× 38 546
Xiaochi Wei China 15 403 1.0× 179 0.9× 282 2.1× 44 0.6× 19 0.4× 28 642
Xiaofei Zhou China 15 532 1.3× 156 0.8× 257 1.9× 109 1.5× 13 0.3× 44 687
Chengzhang Zhu China 11 263 0.6× 162 0.8× 89 0.7× 29 0.4× 22 0.5× 28 389
Rajiv Khanna United States 8 343 0.8× 90 0.4× 76 0.6× 52 0.7× 31 0.7× 17 485
T. Ryan Hoens United States 9 553 1.4× 142 0.7× 275 2.0× 62 0.9× 61 1.4× 10 753
Wei Bi China 18 732 1.8× 213 1.0× 163 1.2× 24 0.3× 62 1.4× 32 899
Wei-Sheng Chin Taiwan 5 321 0.8× 266 1.3× 431 3.2× 78 1.1× 32 0.7× 6 625

Countries citing papers authored by Nicolas Usunier

Since Specialization
Citations

This map shows the geographic impact of Nicolas Usunier's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nicolas Usunier with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nicolas Usunier more than expected).

Fields of papers citing papers by Nicolas Usunier

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nicolas Usunier. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nicolas Usunier. The network helps show where Nicolas Usunier may publish in the future.

Co-authorship network of co-authors of Nicolas Usunier

This figure shows the co-authorship network connecting the top 25 collaborators of Nicolas Usunier. A scholar is included among the top collaborators of Nicolas Usunier based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nicolas Usunier. Nicolas Usunier is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
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Usunier, Nicolas, et al.. (2023). Group fairness without demographics using social networks. arXiv (Cornell University). 1432–1449. 1 indexed citations
4.
Usunier, Nicolas, et al.. (2020). On ranking via sorting by estimated expected utility.. Neural Information Processing Systems. 33. 3699–3710. 1 indexed citations
5.
Défossez, Alexandre, Léon Bottou, Francis Bach, & Nicolas Usunier. (2020). On the Convergence of Adam and Adagrad. 20 indexed citations
6.
Carion, Nicolas, Gabriel Synnaeve, Alessandro Lazaric, & Nicolas Usunier. (2019). A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning. arXiv (Cornell University). 32. 8128–8138. 7 indexed citations
7.
Nardelli, Nantas, Gabriel Synnaeve, Zeming Lin, et al.. (2018). Value Propagation Networks.. Oxford University Research Archive (ORA) (University of Oxford). 6 indexed citations
8.
Synnaeve, Gabriel, Zeming Lin, Jonas Gehring, et al.. (2018). Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger. arXiv (Cornell University). 31. 10738–10748. 6 indexed citations
9.
Usunier, Nicolas, Gabriel Synnaeve, Zeming Lin, & Soumith Chintala. (2017). Episodic Exploration for Deep Deterministic Policies for StarCraft Micromanagement. International Conference on Learning Representations. 5 indexed citations
10.
García-Durán, Alberto, Antoine Bordes, Nicolas Usunier, & Yves Grandvalet. (2016). Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases. Journal of Artificial Intelligence Research. 55. 715–742. 25 indexed citations
11.
Zeghidour, Neil, Gabriel Synnaeve, Nicolas Usunier, & Emmanuel Dupoux. (2016). Joint Learning of Speaker and Phonetic Similarities with Siamese Networks. 1295–1299. 21 indexed citations
12.
Amini, Massih-Reza & Nicolas Usunier. (2015). Learning with Partially Labeled and Interdependent Data. HAL (Le Centre pour la Communication Scientifique Directe). 14 indexed citations
13.
Weston, Jason, Antoine Bordes, Oksana Yakhnenko, & Nicolas Usunier. (2013). Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. arXiv (Cornell University). 1366–1371. 16 indexed citations
14.
Amini, Massih-Reza & Nicolas Usunier. (2011). Transductive learning over automatically detected themes for multi-document summarization. NPARC. 1193–1194. 2 indexed citations
15.
Weston, Jason, Samy Bengio, & Nicolas Usunier. (2010). Large scale image annotation: learning to rank with joint word-image embeddings. Machine Learning. 81(1). 21–35. 249 indexed citations
16.
Amini, Massih, Nicolas Usunier, & François Laviolette. (2008). A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning. Neural Information Processing Systems. 21. 65–72. 11 indexed citations
17.
Usunier, Nicolas, et al.. (2006). Résumé Automatique de Texte avec un Algorithme d'Ordonnacement. HAL (Le Centre pour la Communication Scientifique Directe). 1 indexed citations
18.
Usunier, Nicolas, Massih-Reza Amini, & Patrick Gallinari. (2005). Generalization error bounds for classifiers trained with interdependent data. Neural Information Processing Systems. 18. 1369–1376. 14 indexed citations
19.
Usunier, Nicolas, Massih-Reza Amini, & Patrick Gallinari. (2004). Boosting weak ranking functions to enhance passage retrieval for Question Answering. HAL (Le Centre pour la Communication Scientifique Directe). 5 indexed citations
20.
Usunier, Nicolas, Massih-Reza Amini, & Patrick Gallinari. (2004). Génération de requêtes pour les systèmes de Q/R avec un modèle d'apprentissage statistique. HAL (Le Centre pour la Communication Scientifique Directe). 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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