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Carsten Maple

Federated Boosted Decision Trees with Differential Privacy

Oct 06, 2022
Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha

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* Full version of a paper to appear at ACM CCS'22

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Synthetic Data -- what, why and how?

May 06, 2022
James Jordon, Lukasz Szpruch, Florimond Houssiau, Mirko Bottarelli, Giovanni Cherubin, Carsten Maple, Samuel N. Cohen, Adrian Weller

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* Commissioned by the Royal Society. 57 pages 2 figures

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On the detection-to-track association for online multi-object tracking

Jul 01, 2021
Xufeng Lin, Chang-Tsun Li, Victor Sanchez, Carsten Maple

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* Pattern Recognition Letters 146 (2021) 200-207

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Dynamic cyber risk estimation with Competitive Quantile Autoregression

Jan 25, 2021
Raisa Dzhamtyrova, Carsten Maple

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Real-time anomaly detection with superexperts

Oct 08, 2020
Raisa Dzhamtyrova, Carsten Maple

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CyRes -- Avoiding Catastrophic Failure in Connected and Autonomous Vehicles (Extended Abstract)

Jul 03, 2020
Carsten Maple, Peter Davies, Kerstin Eder, Chris Hankin, Greg Chance, Gregory Epiphaniou

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* 7 pages, extended abstract

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An Evolutionary-Based Approach to Learning Multiple Decision Models from Underrepresented Data

May 24, 2008
Vitaly Schetinin, Dayou Li, Carsten Maple

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* 5 pages, 3 figures, 2 tables, The 4 th International Conference on Natural Computation (ICNC'08)

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