People

Achille Salaün

Achille Salaün

Institution:

■ Nokia Bell Labs

Office:

50

Groups:

Former PhD student

Books And Theses

Prédiction d'alarmes dans les réseaux via la recherche de motifs spatio-temporels et l'apprentissage automatique Alarm prediction in networks via space-time pattern matching and machine learning,
Achille Salaün ■,
2021

Articles

Sample Selection Bias in Machine Learning for Healthcare,
Vinod Kumar Chauhan, Lei Clifton, Achille Salaün, Huiqi Yvonne Lu, Kim Branson, Patrick Schwab, Gaurav Nigam, David Clifton,
CoRR 2024

Demo Abstract: End-to-end Root Cause Analysis of a Mobile Network,
Achille Salaün ■, Anne Bouillard ■, Marc-Olivier Buob ■,
INFOCOM Workshops 2020, Virtual conference, Canada

DIG-DAG: stockage et recherche de motifs dans un flux d'événements,
Anne Bouillard ■, Marc-Olivier Buob ■, Achille Salaün ■, Maxime Raynal ■,
ALGOTEL 2020: 22èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications 2020, Lyon, France

Space-Time Pattern Extraction in Alarm Logs for Network Diagnosis,
Achille Salaün ■, Anne Bouillard ■, Marc-Olivier Buob ■,
MLN 2019, Paris, France

Comparing the Modeling Powers of RNN and HMM,
Achille Salaün ■, Yohan Petetin, Francois Desbouvries,
ICMLA 2019, Boca Raton, FL, United States

Log Analysis via Space-time Pattern Matching,
Anne Bouillard ■, Marc-Olivier Buob ■, Maxime Raynal, Achille Salaün ■,
CNSM 2018, Roma, Italy

Journal article

Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks From a System Theoretic Viewpoint,
Francois Desbouvries, Yohan Petetin, Achille Salaün,
IEEE Transactions on Signal Processing 2023

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