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Physics-Informed Koopman Network
Koopman operator theory is receiving increased attention due to its promise to linearize nonlinear dynamics.
MEMOIR: Multi-class Extreme Classification with Inexact Margin
Multi-class classification with a very large number of classes, or extreme classification, is a challenging problem from both statistical and computational perspectives.
Towards Large-Scale Exploratory Search over Heterogeneous Sources
Since time immemorial, people have been looking for ways to organize scientific knowledge into some systems to facilitate search and discovery of new ideas.
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