Abstract: We consider a class of distributed black-box optimization problems where client-side objective functions are accessible only through queries. This setting faces a dual challenge: the ...
This PyTorch implementation of the Barzilai-Borwein (BB) gradient descent optimizer represents a sophisticated advancement beyond standard first-order optimization methods. The core innovation lies in ...
Key Laboratory of Optimization Theory and Applications, School of Mathematical Sciences, China West Normal University, Nanchong, China. Overall, existing literature mainly focuses on smooth ...
ABSTRACT: Artificial deep neural networks (ADNNs) have become a cornerstone of modern machine learning, but they are not immune to challenges. One of the most significant problems plaguing ADNNs is ...
The latest study published in Engineering has unveiled a groundbreaking approach to advancing green ethylene manufacturing, with profound implications for global sustainable chemical production.
Shayna Josi is a Features Writer from South Africa. Shayna has always been passionate about stories, and has dedicated her life to learning how to tell them. Aside from writing about her favorite ...