Regularization of Mixture Models for Robust Principal Graph Learning

Aurélien Decelle (1, 2) , Tony Bonnaire (3, 2, 1) , Nabila Aghanim (3)

1 TAU - TAckling the Underspecified
2 LISN - Laboratoire Interdisciplinaire des Sciences du Numérique
3 IAS - Institut d'astrophysique spatiale

Domains: Computer Science [cs]; Machine Learning [cs.LG]; Physics [physics]; Condensed Matter [cond-mat]; Disordered Systems and Neural Networks [cond-mat.dis-nn]

Aurélien Decelle, Tony Bonnaire, Nabila Aghanim. Regularization of Mixture Models for Robust Principal Graph Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, pp.1-1. ⟨10.1109/TPAMI.2021.3124973⟩. ⟨hal-03477742⟩