Abstract: We consider deep neural networks (DNNs) with a Lipschitz continuous activation function and with weight matrices of variable widths. We establish a uniform convergence analysis framework in ...

Background: Cognitive enhancement treatments are limited, and while High-Intensity Interval Training (HIIT) has been suggested to improve cognitive function, high-quality evidence remains scarce. This ...

This repository contains the research paper and code related to Uniform Convergence of Lipschitz Functions with Dependent Gaussian Samples. The work provides theoretical bounds for learning Lipschitz ...

In patients with out-of-hospital cardiac arrest, the effectiveness of drugs such as epinephrine is highly time-dependent. An intraosseous route of drug administration may enable more rapid drug ...

Decades of exercise research data support the common view that steady workouts over the long haul produce not only physical benefits but also improved brain function. But what about single bursts of ...

"We've got a lot of work to do in a day of a life of a mom," the singer and entrepreneur tells PEOPLE at her Savage X Fenty Lavish Lace Collection Preview at Nordstrom in L.A. on Oct. 10 Kirsty ...

Benjamin Franklin famously wrote: "In this world nothing can be said to be certain, except death and taxes." While that may still be true, there's a controversy simmering today about one of the ways ...