We finally show en passant, that learning theory also bears consequences for the spin glass physics and the related replica symmetry breaking scheme by showing ...

Dec 5, 2019 · Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning. Authors:Alia Abbara, Benjamin Aubin, ...

Statistical learning theory provides bounds of the generalization gap, using in particular the Vapnik-Chervonenkis dimension and the Rademacher complexity.

Jan 8, 2020 · PreprintPDF Available. Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning. December 2019.

Rademacher complexity and spin glasses: A link between the replica and ... Rademacher complexity is closely related to the ground state energy computed by replica ...

Dec 5, 2019 · Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning · A. Abbara, Benjamin Aubin, +1 author

Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning. Alia Abbara, Benjamin Aubin, Florent Krzakala, Lenka ...

Jul 27, 2023 · ... spin glasses: A link between the replica and statistical theories of learning", arxiv:1912.02729. To read (not distinguishing, yet, between ...

Statistical learning theory provides bounds of the generalization gap, usingin particular the Vapnik-Chervonenkis dimension and the Rademacher complexity.

Article "Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning" Detailed information of the J-GLOBAL is an ...