Adeline Fermanian

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Active since

2019

Affiliations

Laboratoire de Probabilités, Statistique et Modélisation(Current)

Laboratoire de Probabilités et Modèles Aléatoires

Adeline Fermanian is an author at Laboratoire de Probabilités, Statistique et Modélisation specializing in computer science, pattern recognition, and engineering.

Top concepts

EngineeringComputer ScienceMachine LearningKnowledge DiscoveryPattern RecognitionData MiningData ScienceDeep LearningImage AnalysisComputer Vision

Publications per year

2019–2022

Publications

Embedding and learning with signatures

Adeline Fermanian · Computational Statistics & Data Analysis · 2020 · 36 citations · Full text

Geometric Learning, Image Analysis, Machine Learning +8

Embedding and learning with signatures

Adeline Fermanian · arXiv (Cornell University) · 2019 · 12 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

Functional linear regression with truncated signatures

Adeline Fermanian · Journal of Multivariate Analysis · 2022 · 11 citations · Full text

A Generalised Signature Method for Multivariate Time Series Feature Extraction

James Morrill, Adeline Fermanian, Patrick Kidger et al. · arXiv (Cornell University) · 2020 · 10 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +22

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