Iker Perez

12 papers A 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems.
CoRR
Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton
2024 J jnl
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences.
CoRR
Piotr Skalski, David Sutton, Stuart Burrell, Iker Perez, Jason Wong
2023 — conf
Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems.
ICDM (Workshops)
Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton
2023 — conf
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences.
ICAIF
Piotr Skalski, David Sutton, Stuart Burrell, Iker Perez, Jason Wong
2022 A conf
Attribution of predictive uncertainties in classification models.
UAI
Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton
2021 J jnl
Path Integrals for the Attribution of Model Uncertainties.
CoRR
Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton
2020 J jnl
Fluid approximation of closed queueing networks with discriminatory processor sharing.
Perform. Evaluation
Lulai Zhu, Giuliano Casale, Iker Perez
2018 J jnl
Approximate Bayesian inference with queueing networks and coupled jump processes.
CoRR
Iker Perez, Giuliano Casale
2018 J jnl
Auxiliary variables for Bayesian inference in multi-class queueing networks.
Stat. Comput.
Iker Perez, David J. Hodge, Theodore Kypraios
2016 J jnl
Out of hours workload management: Bayesian inference for decision support in secondary care.
Artif. Intell. Medicine
Iker Perez, Michael A. Brown, James Pinchin, Sarah Martindale, Sarah Sharples, Dominick Shaw, John Blakey
2016 J jnl
Unsupervised labelling of sequential data for location identification in indoor environments.
Expert Syst. Appl.
Iker Perez, James Pinchin, Michael A. Brown, Jesse M. Blum, Sarah Sharples
2015 J jnl
Time-Randomized Stopping Problems for a Family of Utility Functions.
SIAM J. Control. Optim.
Iker Perez, Huiling Le