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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. Results that match 1 of 2 words
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Speakers Clinical School
https://ccaim.cam.ac.uk/speakers-clinical-school/23 Feb 2024: Najat completed her BA in Computational Chemistry with a minor in Economics fromUniversity of New York. -
CCAIM at NeurIPS 2022
https://ccaim.cam.ac.uk/ccaim-at-neurips-2022/23 Feb 2024: This problem has important applications in health-care. For example, in the case where the predictive model is used to identify a patient’s disease based on medical tests and the ... In the paper we introduce the first method for addressing this -
CCAIM at ICML 2022
https://ccaim.cam.ac.uk/ccaim-at-icml-2022/23 Feb 2024: These estimators can be used to evaluate the congruence of test instances with respect to the training set, to answer two practically useful questions: (1) which test instances will be reliably -
CCAIM awards four new PhD studentships and welcomes Associate Faculty …
https://ccaim.cam.ac.uk/ccaim-awards-phd-studentships-welcomes-associate-faculty/23 Feb 2024: Amir completed his BSc. in Mathematics (magna cum laude) and Economics at Tel Aviv University. -
Machine learning comes of age in cystic fibrosis
https://ccaim.cam.ac.uk/machine-learning-comes-of-age-in-cystic-fibrosis/23 Feb 2024: test the difference between trajectories that are based on irregularly sampled time-series data. ... So the researchers developed an ML-based hypothesis test to do just that (see figure 6). -
Ten papers accepted at ICML 2021
https://ccaim.cam.ac.uk/announcement-ten-papers-from-ccaim-research-team-accepted-at-icml-2021/23 Feb 2024: Furthermore, we introduce a novel organ-allocation simulator to accurately test new policies. ... Especially, we demonstrate 14-80x speed-up in goodness-of-fit tests when compared with the gradient-based approach. -
Advances in machine learning for cystic fibrosis revealed at the…
https://ccaim.cam.ac.uk/advances-in-machine-learning-for-cystic-fibrosis-revealed-at-north-american-cf-conference-2020/23 Feb 2024: The researchers took retrospective longitudinal data from the UK Cystic Fibrosis Registry to systematically test for differences in lung function decline. ... Synthetic data were used to quantitatively evaluate the test because the ground-truth aetiology
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