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Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare

Hannun, A. Y. et al. Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network. Nat. Med. 25, 65–69 (2019). Article  CAS  PubMed  PubMed Central  Google Scholar  Esteva, A. et al. A guide to deep learning in healthcare. Nat. Med. 25, 24–29 (2019). Article  CAS  PubMed  Google Scholar  Pirracchio, R. et al. […]

A Unified Theory of Decentralized SGD with Changing Topology and Local Updates

[Submitted on 23 Mar 2020 (v1), last revised 2 Mar 2021 (this version, v3)] View a PDF of the paper titled A Unified Theory of Decentralized SGD with Changing Topology and Local Updates, by Anastasia Koloskova and 4 other authors View PDF Abstract:Decentralized stochastic optimization methods have gained a lot of attention recently, mainly because […]

AI tool generates high-quality images faster than state-of-the-art approaches

The ability to generate high-quality images quickly is crucial for producing realistic simulated environments that can be used to train self-driving cars to avoid unpredictable hazards, making them safer on real streets. But the generative artificial intelligence techniques increasingly being used to produce such images have drawbacks. One popular type of model, called a diffusion […]

Supply Chain AI: 25 Current Use Cases (and A Handful Of Future Ones)

AI in the Supply Chain getty When it came out, ChatGPT seemed like magic. It has led supply chain vendors to discuss how they currently use artificial intelligence. Further, virtually every supplier of supply chain solutions is eager to explain the ongoing investments they are making in artificial intelligence. Any device that can perceive its […]

Building ML Pipelines to Learn from Data in Real-time

In this series, the author shares his hands-on journey building real-time ML pipelines using available open-source tools and documents the difficulties along the way. How much value can you generate by updating models with real-time streams? Photo by Todd Trapani on Unsplash In Machine learning is going real-time, author Chip Huyen classifies two levels of […]

Schneider Electric leverages Retrieval Augmented LLMs on SageMaker to ensure real-time updates in their CRM systems

This post was co-written with Anthony Medeiros, Manager of Solutions Engineering and Architecture for North America Artificial Intelligence, and Blake Santschi, Business Intelligence Manager, from Schneider Electric. Additional Schneider Electric experts include Jesse Miller, Somik Chowdhury, Shaswat Babhulgaonkar, David Watkins, Mark Carlson and Barbara Sleczkowski.  Customer Relationship Management (CRM) systems are used by companies to […]

Current Quarter Course Descriptions & Recommended Preparation

Updated March 2025 This page serves the purpose of helping graduate students understand each graduate course offered during the 2024-2025 academic year. Please use this page as a guideline to help decide what courses to take. ***Please be aware that our website is currently undergoing updates, and as a result, some course descriptions may not […]

G-P’s AI Hub for HR & Business Leaders

AI Knowledge Hub Imagine a world where paperwork doesn’t delay people work. And onboarding flows actually flow. AI solutions and insights can reduce the time, resources, and headaches spent on managing a global workforce. Learn more about how tools like G-P Gia™ are revolutionizing the way HR works. Source

AI in Sigma | Sigma

Connect people, data & AI AI features in Sigma accelerate your data workflows today, while the core data infrastructure allows you to scale and evolve your AI approach in the future. Upskill the workforce Write complex formulas with ease Get new users up to speed quicker Reduce tickets to the data team Plan for the […]