Saeed Masiha | DeepAI

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research

∙ 10/02/2022

Learning Algorithm Generalization Error Bounds via Auxiliary Distributions

Generalization error boundaries are essential for comprehending how well...

15 Gholamali Aminian, et al. ∙

research

∙ 06/21/2022

Supermodular f-divergences and bounds on lossy compression and generalization error with mutual f-information

In this paper, we introduce super-modular -divergences and provide three...

0 Saeed Masiha, et al. ∙

research

∙ 05/25/2022

Stochastic Second-Order Methods Provably Beat SGD For Gradient-Dominated Functions

We study the performance of Stochastic Cubic Regularized Newton (SCRN) o...

0 Saeed Masiha, et al. ∙