Abstract: In this article, a method has been established for optimizing multivariate nonlinear discontinuous cost functions having multiple simple kinks in their domains of definition, by applying ...

Google's Genie generates infinite interactive worlds from text. The secret? AI models compress reality's rules into ...

A novel differentiable approach optimizes geometric waveguide coatings, achieving substantial gains in light efficiency and uniformity for optical AR displays.

Computing practitioners encounter hash functions almost every day, although they may not necessarily be the center of attention. When you install software packages or updates, the authenticity of a ...

This paper presents an innovative approach for achieving rapid synchronization between two memristor chaotic circuits (MCCs), both with and without noise perturbations. The proposed adaptive control ...

If that is the case, you need to come up with some differentiable surrogate function that replaces the LLM and is faithful to it in the vicinity of the specimen: The first thing you should try is to ...

A new study published in Neuroscience and Biobehavioral Reviews provides the first comprehensive meta-analysis of the chronic effects of medications on cognitive functions in people with Attention ...

AI is experiencing a transformative shift with significant advancements driven by the integration of multiple large language models (LLMs) and other complex components. Consequently, developing ...

In the API documentation for the FunctionCtx.mark_non_differentiable function, the font overlaps due to the lengthy title torch.autograd.function.FunctionCtx.mark_non ...

Abstract: In this paper we present an algorithmic approach for fitting isotonic models under convex, yet non-differentiable, loss functions. It is a generalization of the greedy non-regret approach ...