Bayesian quadrature for ratios M Osborne, R Garnett, S Roberts, C Hart, S Aigrain, N Gibson Artificial Intelligence and Statistics, 832-840, 2012 | 33 | 2012 |
A universal marginalizer for amortized inference in generative models L Douglas, I Zarov, K Gourgoulias, C Lucas, C Hart, A Baker, M Sahani, ... arXiv preprint arXiv:1711.00695, 2017 | 25 | 2017 |
Applying artificial intelligence methods for the estimation of disease incidence: The utility of language models Y Zhang, R Walecki, JR Winter, FJS Bragman, S Lourenco, C Hart, ... Frontiers in Digital Health 2, 569261, 2020 | 7 | 2020 |
Leveraging directed causal discovery to detect latent common causes CM Lee, C Hart, JG Richens, S Johri arXiv preprint arXiv:1910.10174, 2019 | 6 | 2019 |
Leveraging directed causal discovery to detect latent common causes in cause-effect pairs CM Gilligan-Lee, C Hart, J Richens, S Johri IEEE Transactions on Neural Networks and Learning Systems, 2022 | 5 | 2022 |
Computer implemented determination method and system LH Douglas, P Myshkov, R Walecki, IR Zarov, K Gourgoulias, C Lucas, ... US Patent 11,348,022, 2022 | 5 | 2022 |
Computer implemented determination method and system LH Douglas, P Myshkov, R Walecki, IR Zarov, K Gourgoulias, C Lucas, ... US Patent 11,328,215, 2022 | 5 | 2022 |
Generating a probabilistic graphical model with causal information CM Lee, CR Hart, JG Richens, S Johri US Patent 11,017,572, 2021 | 2 | 2021 |
Computer implemented determination method and system LH Douglas, P Myshkov, R Walecki, IR Zarov, K Gourgoulias, C Lucas, ... US Patent App. 16/277,956, 2019 | 2 | 2019 |
Universal marginalizer for amortised inference and embedding of generative models R Walecki, A Buchard, K Gourgoulias, C Hart, M Lomeli, AKW Navarro, ... arXiv preprint arXiv:1811.04727, 2018 | 2 | 2018 |
Context Aware Machine Learning Models for Prediction Y Zhang, R Walecki, I Perov, AP Baker, CR Hart, ... US Patent App. 17/016,735, 2022 | 1 | 2022 |
Computer implemented method and system for running inference queries with a generative model A Baker, A Buchard, K Gourgoulias, C Hart, S Johri, MDL Garcia, C Lucas, ... US Patent App. 16/594,957, 2021 | 1 | 2021 |
Producing a multidimensional space data structure to perform survival analysis CR Hart, JG Richens US Patent App. 16/152,093, 2020 | 1 | 2020 |
Producing a multidimensional space data structure to perform survival analysis CR Hart, JG Richens US Patent App. 16/276,330, 2020 | 1 | 2020 |
A computer implemented determination method and system LH Douglas, P Myshkov, R Walecki, IR Zarov, K Gourgoulias, C Lucas, ... US Patent App. 16/325,681, 2021 | | 2021 |
Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs R Walecki, K Gourgoulias, A Baker, C Hart, C Lucas, M Zwiessele, ... arXiv preprint arXiv:1910.07474, 2019 | | 2019 |