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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 -
https://ccaim.cam.ac.uk/category/conference/iclr/feed/
https://ccaim.cam.ac.uk/category/conference/iclr/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 -
https://ccaim.cam.ac.uk/tag/future-of-work/feed/
https://ccaim.cam.ac.uk/tag/future-of-work/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 -
https://ccaim.cam.ac.uk/tag/healthcare/feed/
https://ccaim.cam.ac.uk/tag/healthcare/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 Results that match 1 of 2 words
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https://ccaim.cam.ac.uk/tag/chatgpt/feed/
https://ccaim.cam.ac.uk/tag/chatgpt/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 -
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. -
https://ccaim.cam.ac.uk/tag/ai-for-good/feed/
https://ccaim.cam.ac.uk/tag/ai-for-good/feed/21 Feb 2024: We show that the method generalizes CNNs on an n-dimensional grid and is provably more discriminative than standard GNNs regarding the Weisfeiler-Lehman 1-WL test. ... Experiments in goodness-of-fit tests and model learning show that our approach -
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 -
https://ccaim.cam.ac.uk/tag/research/feed/
https://ccaim.cam.ac.uk/tag/research/feed/21 Feb 2024: We show that the method generalizes CNNs on an n-dimensional grid and is provably more discriminative than standard GNNs regarding the Weisfeiler-Lehman 1-WL test. ... Experiments in goodness-of-fit tests and model learning show that our approach -
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). -
https://ccaim.cam.ac.uk/category/conference/nacfc/feed/
https://ccaim.cam.ac.uk/category/conference/nacfc/feed/21 Feb 2024: medical ML: while standard hypothesis testing can be used to define such significant differences, most tests are restricted to a snapshot of data and cannot test the difference between trajectories that ... pThe researchers took retrospective -
https://ccaim.cam.ac.uk/tag/ml/feed/
https://ccaim.cam.ac.uk/tag/ml/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 ... in Mathematics (magnacum laude) and -
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. -
https://ccaim.cam.ac.uk/tag/cambridge-university/feed/
https://ccaim.cam.ac.uk/tag/cambridge-university/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... The resulting methods, which we collectively call CW Networks (CWNs), are strictly more powerful than the WL test and not less powerful than the 3 -
https://ccaim.cam.ac.uk/tag/cancer/feed/
https://ccaim.cam.ac.uk/tag/cancer/feed/21 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
https://ccaim.cam.ac.uk/category/news/student-news/feed/
https://ccaim.cam.ac.uk/category/news/student-news/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. -
https://ccaim.cam.ac.uk/tag/alan-turing/feed/
https://ccaim.cam.ac.uk/tag/alan-turing/feed/21 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
https://ccaim.cam.ac.uk/tag/ml-conference/feed/
https://ccaim.cam.ac.uk/tag/ml-conference/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... The resulting methods, which we collectively call CW Networks (CWNs), are strictly more powerful than the WL test and not less powerful than the 3 -
https://ccaim.cam.ac.uk/category/cystic-fibrosis/feed/
https://ccaim.cam.ac.uk/category/cystic-fibrosis/feed/21 Feb 2024: It is a complex mass of “static” information – such as sex, genomic measures and blood type – and time-series data such as ongoing clinical measures, test results and so on. -
https://ccaim.cam.ac.uk/author/so424/feed/
https://ccaim.cam.ac.uk/author/so424/feed/21 Feb 2024: CCAIM https://ccaim.cam.ac.uk Novel AI to transform healthcare Wed, 26 May 2021 14:00:29 0000 en-GB hourly 1 https://wordpress.org/?v=6.2.4 https://ccaim.cam.ac.uk/wp-content/uploads/2020/09/cropped-CCAIM-Symbol-Social-Icon-WhiteBG-1-32x32.png CCAIM -
https://ccaim.cam.ac.uk/tag/neurips/feed/
https://ccaim.cam.ac.uk/tag/neurips/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... The resulting methods, which we collectively call CW Networks (CWNs), are strictly more powerful than the WL test and not less powerful than the 3 -
https://ccaim.cam.ac.uk/tag/presentation/feed/
https://ccaim.cam.ac.uk/tag/presentation/feed/21 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 -
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 -
https://ccaim.cam.ac.uk/tag/nhs/feed/
https://ccaim.cam.ac.uk/tag/nhs/feed/21 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
Prof Mihaela van der Schaar writes for The Guardian about AI-powered…
https://ccaim.cam.ac.uk/prof-mihaela-van-der-schaar-writes-for-the-guardian-about-ai-powered-personalised-medicine/23 Feb 2024: But what if AI tools were designed specifically for real-world medicine – with all its organisational, scientific, and economic complexity?“. -
https://ccaim.cam.ac.uk/tag/paper/feed/
https://ccaim.cam.ac.uk/tag/paper/feed/21 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 -
Transforming medicine through AI-enabled healthcare
https://ccaim.cam.ac.uk/transforming-medicine-through-ai-enabled-healthcare/23 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
https://ccaim.cam.ac.uk/category/news/feed/
https://ccaim.cam.ac.uk/category/news/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/tag/icml/feed/
https://ccaim.cam.ac.uk/tag/icml/feed/21 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 -
https://ccaim.cam.ac.uk/tag/conference/feed/
https://ccaim.cam.ac.uk/tag/conference/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 -
https://ccaim.cam.ac.uk/category/news/research-news/feed/
https://ccaim.cam.ac.uk/category/news/research-news/feed/21 Feb 2024: We show that the method generalizes CNNs on an n-dimensional grid and is provably more discriminative than standard GNNs regarding the Weisfeiler-Lehman 1-WL test. ... Experiments in goodness-of-fit tests and model learning show that our approach -
https://ccaim.cam.ac.uk/tag/artificial-intelligence/feed/
https://ccaim.cam.ac.uk/tag/artificial-intelligence/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 -
https://ccaim.cam.ac.uk/category/conference/icml/feed/
https://ccaim.cam.ac.uk/category/conference/icml/feed/21 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 -
https://ccaim.cam.ac.uk/category/people/feed/
https://ccaim.cam.ac.uk/category/people/feed/21 Feb 2024: background in Economics and has worked in variety of finance roles, ranging from trading to project management./p/divul class="gb-social-links"lia -
https://ccaim.cam.ac.uk/category/event/feed/
https://ccaim.cam.ac.uk/category/event/feed/21 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 ... missing data are the tests not carried out yet on the patient./p /div -
https://ccaim.cam.ac.uk/tag/ccaim/feed/
https://ccaim.cam.ac.uk/tag/ccaim/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 -
Matching last year’s total, 18 papers from CCAIM accepted at NeurIPS…
https://ccaim.cam.ac.uk/eighteen-papers-from-cambridge-centre-for-ai-in-medicine-accepted-at-neurips-2021/23 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. -
https://ccaim.cam.ac.uk/category/conference/neurips/feed/
https://ccaim.cam.ac.uk/category/conference/neurips/feed/21 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 -
https://ccaim.cam.ac.uk/tag/van-der-schaar/feed/
https://ccaim.cam.ac.uk/tag/van-der-schaar/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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