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02/23/2023
SHAPER: Can You Hear the Shape of a Jet?
The identification of interesting substructures within jets is an import...
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10/07/2021
Universality of Deep Neural Network Lottery Tickets: A Renormalization Group Perspective
Foundational work on the Lottery Ticket Hypothesis has suggested an exci...
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08/24/2020
Local error quantification for efficient neural network dynamical system solvers
Neural Networks have been identified as potentially powerful tools for t...
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07/09/2020
A blueprint for building efficient Neural Network Differential Equation Solvers
Neural Networks are well known to have universal approximation propertie...
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06/03/2020
Optimizing Neural Networks via Koopman Operator Theory
Koopman operator theory, a powerful framework for discovering the underl...
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01/29/2020