Today, teams often rely on disconnected logs, postmortems, and ad-hoc debug when failures emerge in the field. Lifecycle ...

PNAS is the world's most-cited multidisciplinary scientific serial. It publishes high-impact research reports, commentaries, perspectives, reviews, colloquium papers, and actions of the Academy. In ...

Scientists from the University of Tokyo performed two-photon imaging in the visual cortex of marmoset monkeys to examine spontaneous and visual stimulus-evoked neuronal activities (top left). Visual ...

Ensuring the safety and ethical behavior of large language models (LLMs) in responding to user queries is of paramount importance. Problems arise from the fact that LLMs are designed to generate text ...

Deep neural networks (DNNs) have achieved remarkable success across various fields, including computer vision, natural language processing, and speech recognition. This success is largely attributed ...

Abstract: The local signal-to-noise orthogonalization algorithm has been widely used in the community of seismic processing and imaging. It helps orthogonalize the signal-and-noise components in an ...

ABSTRACT: In this paper, we propose another version of the full orthogonalization method (FOM) for the resolution of linear system Ax = b, based on an extended definition of Sturm sequence in the ...

Abstract: We propose a novel communication design, termed random orthogonalization, for federated learning (FL) in a massive multiple-input and multiple-output (MIMO) wireless system. The key novelty ...

I understand that the default option of the causal_forest function is for it to use orthogonalization; that is, it incorporates both the actual values of the outcome (Y) and treatment (W), as well as ...

Theoretische Organische Chemie, Organisch-Chemisches Institut, and Center for Multiscale Theory and Computation, Westfälische Wilhelms-Universität Münster Corrensstraße 36, 48149 Münster, Germany ...