Pierre-Emmanuel Jabin

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Complexity Reduction

Top Venues

Appl. Math. Lett.

SIAM/ASA J. Uncertain. Quantification

J. Comput. Phys.

Publications

Leonid Berlyand, Robert Creese, Pierre-Emmanuel Jabin
A novel multi-scale loss function for classification problems in machine learning. J. Comput. Phys. 498 (2024)
José Antonio Carrillo, Shuchen Guo, Pierre-Emmanuel Jabin
Mean-field derivation of Landau-like equations. Appl. Math. Lett. 158 (2024)
Junxi Zhu, Spencer Teolis, Nadia Biassou, Amy Tabb, Pierre-Emmanuel Jabin, Orit Lavi
Tracking the Adaptation and Compensation Processes of Patients' Brain Arterial Network to an Evolving Glioblastoma. IEEE Trans. Pattern Anal. Mach. Intell. 44 (1) (2022)
Pierre-Emmanuel Jabin, Datong Zhou
Discretizing advection equations with rough velocity fields on non-cartesian grids. CoRR (2022)
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
Transport Model for Feature Extraction. SIAM J. Math. Data Sci. 3 (1) (2021)
Leonid Berlyand, Robert Creese, Pierre-Emmanuel Jabin
A novel multi-scale loss function for classification problems in machine learning. CoRR (2021)
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
Analysis of Hyperspectral Data by Means of Transport Models and Machine Learning. IGARSS (2020)
Leonid Berlyand, Pierre-Emmanuel Jabin, Mykhailo Potomkin, Elzbieta Ratajczyk
A Kinetic Approach to Active Rods Dynamics in Confined Domains. Multiscale Model. Simul. 18 (1) (2020)
Leonid Berlyand, Pierre-Emmanuel Jabin, C. Alex Safsten
Stability for the Training of Deep Neural Networks and Other Classifiers. CoRR (2020)
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
Transport Model for Feature Extraction. CoRR (2019)
Leonid Berlyand, Pierre-Emmanuel Jabin, Mykhailo Potomkin
Complexity Reduction in Many Particle Systems with Random Initial Data. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Pierre-Emmanuel Jabin, Stéphane Junca
A Continuous Model For Ratings. SIAM J. Appl. Math. 75 (2) (2015)
Pierre-Emmanuel Jabin
Small populations corrections for selection-mutation models. Networks Heterog. Media 7 (4) (2012)
Pierre-Emmanuel Jabin, Juan Soler
A Coupled Boltzmann and Navier-Stokes Fragmentation Model Induced by a Fluid-Particle-Spring Interaction. Multiscale Model. Simul. 8 (4) (2010)
Pierre-Emmanuel Jabin, Athanasios E. Tzavaras
Kinetic Decomposition for Periodic Homogenization Problems. SIAM J. Math. Anal. 41 (1) (2009)
Abderrahmane Habbal, Pierre-Emmanuel Jabin
Two Short Presentations related to Cancer Modeling. ARIMA J. 10 (2008)