Anthony Fillion

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 7

Top Topics

Fuzzy Classification

Data Assimilation

Variational Principle

Self Organizing Maps

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Thibaut Kulak, Anthony Fillion, François Blayo
A Unified View on Self-Organizing Maps (SOMs) and Stochastic Neighbor Embedding (SNE). ICANN (2) (2022)
Anthony Fillion, Thibaut Kulak, François Blayo
A bayesian variational principle for dynamic self organizing maps. ESANN (2022)
Anthony Fillion, Thibaut Kulak, François Blayo
A Bayesian Variational principle for dynamic Self Organizing Maps. CoRR (2022)
Thibaut Kulak, Anthony Fillion, François Blayo
A unified view on Self-Organizing Maps (SOMs) and Stochastic Neighbor Embedding (SNE). CoRR (2022)
Mathis Peyron, Anthony Fillion, Selime Gürol, Victor Marchais, Serge Gratton, Pierre Boudier, Gaël Goret
Latent Space Data Assimilation by using Deep Learning. CoRR (2021)
Pierre Boudier, Anthony Fillion, Serge Gratton, Selime Gürol
DAN - An optimal Data Assimilation framework based on machine learning Recurrent Networks. CoRR (2020)
Anthony Fillion, Marc Bocquet, Serge Gratton, Selime Gürol, Pavel Sakov
An Iterative Ensemble Kalman Smoother in Presence of Additive Model Error. SIAM/ASA J. Uncertain. Quantification 8 (1) (2020)