Sébastien Rouault

843 total citations
11 papers, 142 citations indexed

About

Sébastien Rouault is a scholar working on Artificial Intelligence, Computer Networks and Communications and Information Systems. According to data from OpenAlex, Sébastien Rouault has authored 11 papers receiving a total of 142 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 3 papers in Computer Networks and Communications and 2 papers in Information Systems. Recurrent topics in Sébastien Rouault's work include Privacy-Preserving Technologies in Data (9 papers), Stochastic Gradient Optimization Techniques (7 papers) and Adversarial Robustness in Machine Learning (4 papers). Sébastien Rouault is often cited by papers focused on Privacy-Preserving Technologies in Data (9 papers), Stochastic Gradient Optimization Techniques (7 papers) and Adversarial Robustness in Machine Learning (4 papers). Sébastien Rouault collaborates with scholars based in Switzerland, France and Morocco. Sébastien Rouault's co-authors include Rachid Guerraoui, El Mahdi El Mhamdi and Nirupam Gupta and has published in prestigious journals such as Distributed Computing, Infoscience (Ecole Polytechnique Fédérale de Lausanne) and arXiv (Cornell University).

In The Last Decade

Sébastien Rouault

11 papers receiving 138 citations

Peers

Countries citing papers authored by Sébastien Rouault

Since Specialization

Citations

This map shows the geographic impact of Sébastien Rouault'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 Sébastien Rouault with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sébastien Rouault more than expected).

Fields of papers citing papers by Sébastien Rouault

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sébastien Rouault. 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 Sébastien Rouault. The network helps show where Sébastien Rouault may publish in the future.

Co-authorship network of co-authors of Sébastien Rouault

This figure shows the co-authorship network connecting the top 25 collaborators of Sébastien Rouault. A scholar is included among the top collaborators of Sébastien Rouault 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 Sébastien Rouault. Sébastien Rouault is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

11 of 11 papers shown

#	Work	Indexed citations
1	Genuinely distributed Byzantine machine learning 2022 ·Distributed Computing ·El Mahdi El Mhamdi, Rachid Guerraoui, (unknown), (unknown), Sébastien Rouault	5
2	Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent 2021 ·International Conference on Learning Representations ·El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault	14
3	AKSEL: Fast Byzantine SGD 2021 ·DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) ·(unknown), El Mahdi El Mhamdi, Rachid Guerraoui, (unknown), Sébastien Rouault	1
4	GARFIELD: System Support for Byzantine Machine Learning (Regular Paper) 2021 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Rachid Guerraoui, (unknown), (unknown), (unknown), Sébastien Rouault	7
5	Differential Privacy and Byzantine Resilience in SGD 2021 ·Rachid Guerraoui, Nirupam Gupta, (unknown), Sébastien Rouault, (unknown)	14
6	Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning) 2020 ·arXiv (Cornell University) ·(unknown), (unknown), Rachid Guerraoui, (unknown), (unknown), Sébastien Rouault	6
7	Genuinely Distributed Byzantine Machine Learning 2020 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·El Mahdi El Mhamdi, Rachid Guerraoui, (unknown), (unknown), Sébastien Rouault	16
8	SGD: Decentralized Byzantine Resilience. 2019 ·arXiv (Cornell University) ·El Mahdi El Mhamdi, Rachid Guerraoui, (unknown), Sébastien Rouault	7
9	AggregaThor: Byzantine Machine Learning via Robust Gradient Aggregation 2019 ·Figshare ·(unknown), (unknown), Sébastien Rouault	21
10	The Hidden Vulnerability of Distributed Learning in Byzantium 2018 ·International Conference on Machine Learning ·El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault	46
11	On The Robustness of a Neural Network 2017 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault	5

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.

Explore authors with similar magnitude of impact