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How AI Is Driving Data Center Design

Today’s data centers are highly complex systems that serve as the backbone of the internet, cloud computing and enterprise services. However, designing one with artificial intelligence (AI) in mind brings formidable challenges. This software has the power to upgrade how facilities operate significantly, but integrating it is forcing data center owners to consider a few…

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This AI Paper from China Proposes a Novel Architecture Named-ViTAR (Vision Transformer with Any Resolution)

The remarkable strides made by the Transformer architecture in Natural Language Processing (NLP) have ignited a surge of interest within the Computer Vision (CV) community. The Transformer’s adaptation in vision tasks, termed Vision Transformers (ViTs), delineates images into non-overlapping patches, converts each patch into tokens, and subsequently applies Multi-Head Self-Attention (MHSA) to capture inter-token dependencies.…

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From Theory to Robotics: Applying Sums-of-Squares Optimization for Better Control

Reinforcement learning has exhibited notable empirical success in approximating solutions to the Hamilton-Jacobi-Bellman (HJB) equation, consequently generating highly dynamic controllers. However, the inability to bind the suboptimality of resulting controllers or the approximation quality of the true cost-to-go function due to finite sampling and function approximators has limited the broader application of such methods.  Consequently,…

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Guide to Vendor Account Reconciliation Process: Best Practices & Automation

Guide to the Vendor Account Reconciliation Process Running a business involves collaboration with various vendors who provide different kinds of products and services. Vendor reconciliation, a crucial part of this process, involves scrutinizing purchase-related documents to ensure accuracy in all vendor transactions. In this article, we will discuss the importance of the vendor reconciliation…

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