Learning with group invariant features: A Kernel perspective

by Mroueh, Youssef, Poggio, Tomaso A, Voinea, Stephen Constantin
Published 2017

Convex learning of multiple tasks and their structure

by Ciliberto, Carlo, Mroueh, Youssef, Poggio, Tomaso A, Rosasco, Lorenzo
Published 2017

Multiclass learning with simplex coding

by Mroueh, Youssef, Poggio, Tomaso A., Rosasco, Lorenzo Andrea, Slotine, Jean-Jacques E.
Published 2014

Active learning of deep surrogates for PDEs: application to metasurface design

by Pestourie, Raphael, Mroueh, Youssef, Nguyen, Thanh V., Das, Payel, Johnson, Steven G
Published 2020