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Marie Szafranski | Researchclopedia

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Marie Szafranski

15

Works

289

Citations

8

h-index

8

i10-index

Research Topics

Face and Expression Recognition Neural Networks and Applications Sparse and Compressive Sensing Techniques

Affiliations

Université de Technologie de Compiègne2008–2008

Centre National de la Recherche Scientifique2023–2023

Université Paris-Saclay2023–2023

Heuristics and Diagnostics for Complex Systems2007–2008

Laboratoire Analyse et Modélisation pour la Biologie et l'Environnement2016–2016

Top Works

Semi-supervised Penalized Output Kernel Regression for Link Prediction

Céline Brouard,Florence d'Alché-Buc,et al.

201156 citations

Bayesian Modeling and Causal Inference

Machine Learning and ELM

Multiple indefinite kernel learning with mixed norm regularization

Matthieu Kowalski,Marie Szafranski,et al.

200944 citations

Composite kernel learning

Marie Szafranski,Yves Grandvalet,et al.

200844 citations

Input output Kernel regression : supervised and semi-supervised structured output prediction with operator-valued kernels

Céline Brouard,Marie Szafranski,et al.

201642 citations

Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary $β$-Mixing Processes

Liva Ralaivola,Marie Szafranski,et al.

200936 citations

Hierarchical Penalization

Marie Szafranski,Yves Grandvalet,et al.

200725 citations

Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and\n Stationary $\\beta$-Mixing Processes

Liva Ralaivola,Marie Szafranski,et al.

200925 citations

Chromatic pac bayes bounds for non-iid data

Liva Ralaivola,Marie Szafranski,et al.

200816 citations

KEOPS: Kernels organized into pyramids

Marie Szafranski,Yves Grandvalet

20141 citations