Achille Salaün

According to our database, Achille Salaün authored at least 6 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks From a System Theoretic Viewpoint.

François Desbouvries, Yohan Petetin, Achille Salaün

IEEE Trans. Signal Process., 2023

2021

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

PhD thesis, 2021

2020

Demo Abstract: End-to-end Root Cause Analysis of a Mobile Network.

Achille Salaün, Anne Bouillard, Marc-Olivier Buob

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Space-Time Pattern Extraction in Alarm Logs for Network Diagnosis.

Achille Salaün, Anne Bouillard, Marc-Olivier Buob

Proceedings of the Machine Learning for Networking, 2019

Comparing the Modeling Powers of RNN and HMM.

Achille Salaün, Yohan Petetin, François Desbouvries

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Log Analysis via Space-time Pattern Matching.

Anne Bouillard, Marc-Olivier Buob, Maxime Raynal, Achille Salaün

Proceedings of the 14th International Conference on Network and Service Management, 2018