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20232026
most citedGeneralization Bounds: Perspectives from Information Theory and PAC-Bayes

6 citations · 6 across the 4 of their papers we have counts for

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math.OC2024

Revisiting Stochastic Realization Theory using Functional Itô Calculus

Tanya Veeravalli, Maxim Raginsky

This paper considers the problem of constructing finite-dimensional state space realizations for stochastic processes that can be represented as the outputs of a certain type of a…

cs.CL2024

Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion

Dylan Zhang, Curt Tigges, Zory Zhang +3

This paper investigates the ability of transformer-based models to learn structural recursion from examples. Recursion is a universal concept in both natural and formal languages.…