Jack K. Fitzsimons

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Publications

Jack K. Fitzsimons, Agustín Freitas Pasqualini, Robert Pisarczyk, Dmitrii Usynin
Naturally Private Recommendations with Determinantal Point Processes. CoRR (2024)
Zhikuan Zhao, Jack K. Fitzsimons, Patrick Rebentrost, Vedran Dunjko, Joseph F. Fitzsimons
Smooth input preparation for quantum and quantum-inspired machine learning. Quantum Mach. Intell. 3 (1) (2021)
Jack K. Fitzsimons, Atul Mantri, Robert Pisarczyk, Tom Rainforth, Zhikuan Zhao
A note on blind contact tracing at scale with applications to the COVID-19 pandemic. CoRR (2020)
Jack K. Fitzsimons, Atul Mantri, Robert Pisarczyk, Tom Rainforth, Zhikuan Zhao
A note on blind contact tracing at scale with applications to the COVID-19 pandemic. ARES (2020)
Jack K. Fitzsimons, Sebastian M. Schmon, Stephen J. Roberts
Implicit Priors for Knowledge Sharing in Bayesian Neural Networks. CoRR (2019)
Jack K. Fitzsimons, AbdulRahman Al Ali, Michael A. Osborne, Stephen J. Roberts
A General Framework for Fair Regression. Entropy 21 (8) (2019)
Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts, Joseph Francis Fitzsimons
Improved Stochastic Trace Estimation using Mutually Unbiased Bases. UAI (2018)
Jack K. Fitzsimons, AbdulRahman Al Ali, Michael A. Osborne, Stephen J. Roberts
Equality Constrained Decision Trees: For the Algorithmic Enforcement of Group Fairness. CoRR (2018)
Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts
Intersectionality: Multiple Group Fairness in Expectation Constraints. CoRR (2018)
Zhikuan Zhao, Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts, Joseph F. Fitzsimons
Quantum algorithms for training Gaussian Processes. CoRR (2018)
Jack K. Fitzsimons, Diego Granziol, Kurt Cutajar, Michael A. Osborne, Maurizio Filippone, Stephen J. Roberts
Entropic Trace Estimates for Log Determinants. CoRR (2017)
Jack K. Fitzsimons, Kurt Cutajar, Michael A. Osborne, Stephen J. Roberts, Maurizio Filippone
Bayesian Inference of Log Determinants. CoRR (2017)
Jack K. Fitzsimons, Diego Granziol, Kurt Cutajar, Michael A. Osborne, Maurizio Filippone, Stephen J. Roberts
Entropic Trace Estimates for Log Determinants. ECML/PKDD (1) (2017)
Jack K. Fitzsimons, Kurt Cutajar, Maurizio Filippone, Michael A. Osborne, Stephen J. Roberts
Bayesian Inference of Log Determinants. UAI (2017)
Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts, Joseph F. Fitzsimons
Improved stochastic trace estimation using mutually unbiased bases. CoRR (2016)
Jack K. Fitzsimons, Kenneth M. Dawson-Howe
Abandoned, Removed and Moved Object Classification. Int. J. Pattern Recognit. Artif. Intell. 30 (1) (2016)
Zhikuan Zhao, Jack K. Fitzsimons, Joseph F. Fitzsimons
Quantum assisted Gaussian process regression. CoRR (2015)