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 ...

Abstract: Continuous Variable Quantum Key Distribution (CV-QKD) is currently experiencing rapid and significant growth. This can be attributed to its capacity to increase resilience to noise and its ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.

The relative frequency definition of probability says: If an experiment is repeated, the probability of an event (a specified outcome of the experiment) is the relative frequency of occurrence of that ...

Centrality measures allow to identify important nodes in networked systems. An open question in network theory is the empirical observation that a node’s centrality—whose computation requires ...

Data readiness assessment is an important preparatory analysis that often complements discovery but it is narrower in scope. It evaluates data quality, availability, and governance, while the ...

flow_matching is a PyTorch library for Flow Matching algorithms, featuring continuous and discrete implementations. It includes examples for both text and image modalities. This repository is part of ...

This interesting study adapts machine learning tools to analyze movements of a chromatin locus in living cells in response to serum starvation. The machine learning approach developed is useful, the ...

In his decades-long career in tech journalism, Dennis has written about nearly every type of hardware and software. He was a founding editor of Ziff Davis’ Computer Select in the 1990s, senior ...

Mineral Resource Estimate Confirms Pitfield's World Dominant Titanium Discovery Empire Metals Ltd., the AIM-quoted and OTCQX-traded exploration and development company, is pleased to report a maiden ...

1 School of Mathematical Science, Zhejiang University, Hangzhou, China 2 CAEP Software Center for High Performance Numerical Simulation, Chengdu, China Introduction: Predictive processing posits that ...