A User's Guide to KSig: GPU-Accelerated Computation of the Signature Kernel.
CoRR, January, 2025
Random Fourier Signature Features.
SIAM J. Math. Data Sci., 2025
An Artificial Intelligent System for Prostate Cancer Diagnosis in Whole Slide Images.
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J. Medical Syst., December, 2024
Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes.
CoRR, 2024
Capturing Graphs with Hypo-Elliptic Diffusions.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections.
Proceedings of the 9th International Conference on Learning Representations, 2021
University rankings from the revealed preferences of the applicants.
Eur. J. Oper. Res., 2020
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances.
Proceedings of the 37th International Conference on Machine Learning, 2020
Variational Gaussian Processes with Signature Covariances.
CoRR, 2019
Composite Bloom Filters for Secure Record Linkage.
IEEE Trans. Knowl. Data Eng., 2014
SOEMPI: A Secure Open Enterprise Master Patient Index Software Toolkit for Private Record Linkage.
Proceedings of the AMIA 2014, 2014
A practical approach to achieve private medical record linkage in light of public resources.
J. Am. Medical Informatics Assoc., 2013
Planning Is the Game: Action Planning as a Design Tool and Game Mechanism.
Proceedings of the Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2012