Jack K. Fitzsimons

According to our database, Jack K. Fitzsimons authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Naturally Private Recommendations with Determinantal Point Processes.

Jack K. Fitzsimons, Agustín Freitas Pasqualini, Robert Pisarczyk, Dmitrii Usynin

CoRR, 2024

2021

Smooth input preparation for quantum and quantum-inspired machine learning.

Zhikuan Zhao, Jack K. Fitzsimons, Patrick Rebentrost, Vedran Dunjko, Joseph F. Fitzsimons

Quantum Mach. Intell., 2021

2020

A note on blind contact tracing at scale with applications to the COVID-19 pandemic.

Jack K. Fitzsimons, Atul Mantri, Robert Pisarczyk, Tom Rainforth, Zhikuan Zhao

Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019

A General Framework for Fair Regression.

Jack K. Fitzsimons, AbdulRahman Al Ali, Michael A. Osborne, Stephen J. Roberts

Entropy, 2019

Implicit Priors for Knowledge Sharing in Bayesian Neural Networks.

Jack K. Fitzsimons, Sebastian M. Schmon, Stephen J. Roberts

CoRR, 2019

2018

Intersectionality: Multiple Group Fairness in Expectation Constraints.

Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts

CoRR, 2018

Equality Constrained Decision Trees: For the Algorithmic Enforcement of Group Fairness.

Jack K. Fitzsimons, AbdulRahman Al Ali, Michael A. Osborne, Stephen J. Roberts

CoRR, 2018

Quantum algorithms for training Gaussian Processes.

Zhikuan Zhao, Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts, Joseph F. Fitzsimons

CoRR, 2018

Improved Stochastic Trace Estimation using Mutually Unbiased Bases.

Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts, Joseph Francis Fitzsimons

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

2017

Bayesian Inference of Log Determinants.

Jack K. Fitzsimons, Kurt Cutajar, Maurizio Filippone, Michael A. Osborne, Stephen J. Roberts

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Entropic Trace Estimates for Log Determinants.

Jack K. Fitzsimons, Diego Granziol, Kurt Cutajar, Michael A. Osborne, Maurizio Filippone, Stephen J. Roberts

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016

Abandoned, Removed and Moved Object Classification.

Jack K. Fitzsimons, Kenneth M. Dawson-Howe

Int. J. Pattern Recognit. Artif. Intell., 2016

2015

Quantum assisted Gaussian process regression.

Zhikuan Zhao, Jack K. Fitzsimons, Joseph F. Fitzsimons

CoRR, 2015