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CCAIM at ICLR 2024
https://ccaim.cam.ac.uk/ccaim-at-iclr-2024/23 Feb 2024: In experiments on CIFAR-10, Confidential-DPproof trains a model achieving state-of-the-art 91% test accuracy with a certified privacy guarantee of in approximately 100 hours. ... Our experimental evaluations across various LLM scales and arithmetic -
The Cambridge Centre for AI in Medicine tackles COVID-19
https://ccaim.cam.ac.uk/the-cambridge-centre-for-ai-in-medicine-tackles-covid-19/23 Feb 2024: The coronavirus pandemic has galvanised scientists, clinicians and technologists in a global attempt to save lives, mitigate further economic devastation and bring this pandemic under control at the earliest opportunity. ... Professor Van Der Schaar is -
Royal Papworth Hospital wins funding award to accelerate artificial…
https://ccaim.cam.ac.uk/royal-papworth-hospital-wins-funding-award-to-accelerate-artificial-intelligence-technology-in-cystic-fibrosis/23 Feb 2024: A pioneering artificial intelligence (AI) project at Royal Papworth Hospital has received a prestigious funding award to test state-of-the-art AI technology. ... We then want to test the predictive algorithm in a multi-centre randomised controlled trial. -
https://ccaim.cam.ac.uk/category/covid-19/feed/
https://ccaim.cam.ac.uk/category/covid-19/feed/21 Feb 2024: em/h3 pThe coronavirus pandemic has galvanised scientists, clinicians and technologists in a global attempt to save lives, mitigate further economic devastation and bring this pandemic under control at the earliest ... Schaar is an engineer, and she -
https://ccaim.cam.ac.uk/tag/cambridge/feed/
https://ccaim.cam.ac.uk/tag/cambridge/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... in Mathematics (magnacum laude) and Economics at a href="https://english.tau.ac.il/" class="ek-link"Tel Aviv University/a. -
https://ccaim.cam.ac.uk/author/ng501/feed/
https://ccaim.cam.ac.uk/author/ng501/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... SimplEx provides an answer by reconstructing the test latent representation as a mixture of corpus latent representations./p pFurther, we propose -
https://ccaim.cam.ac.uk/tag/medicine/feed/
https://ccaim.cam.ac.uk/tag/medicine/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... in Mathematics (magnacum laude) and Economics at a href="https://english.tau.ac.il/" class="ek-link"Tel Aviv University/a. -
https://ccaim.cam.ac.uk/tag/data-science/feed/
https://ccaim.cam.ac.uk/tag/data-science/feed/21 Feb 2024: in Mathematics (magnacum laude) and Economics at a href="https://english.tau.ac.il/" class="ek-link"Tel Aviv University/a. ... But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other -
https://ccaim.cam.ac.uk/tag/ai/feed/
https://ccaim.cam.ac.uk/tag/ai/feed/21 Feb 2024: But what if AI tools were designed specifically for real-world medicine – with all its organisational, scientific, and economic complexity?strong“/strong/p /blockquote pProf van der Schaar calls this a -
https://ccaim.cam.ac.uk/category/news/featured-news/feed/
https://ccaim.cam.ac.uk/category/news/featured-news/feed/21 Feb 2024: strongPost hoc auditing of model fairness suffers from potential drawbacks: (1) auditing may be highly sensitive to the test samples chosen; (2) the model and/or its training data may need
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