Iker Perez

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Bayesian Inference

Top Venues

Artif. Intell. Medicine

Perform. Evaluation

Publications

Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton
Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems. CoRR (2024)
Piotr Skalski, David Sutton, Stuart Burrell, Iker Perez, Jason Wong
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences. CoRR (2024)
Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton
Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems. ICDM (Workshops) (2023)
Piotr Skalski, David Sutton, Stuart Burrell, Iker Perez, Jason Wong
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences. ICAIF (2023)
Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton
Attribution of predictive uncertainties in classification models. UAI (2022)
Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton
Path Integrals for the Attribution of Model Uncertainties. CoRR (2021)
Lulai Zhu, Giuliano Casale, Iker Perez
Fluid approximation of closed queueing networks with discriminatory processor sharing. Perform. Evaluation 139 (2020)
Iker Perez, Giuliano Casale
Approximate Bayesian inference with queueing networks and coupled jump processes. CoRR (2018)
Iker Perez, David J. Hodge, Theodore Kypraios
Auxiliary variables for Bayesian inference in multi-class queueing networks. Stat. Comput. 28 (6) (2018)
Iker Perez, James Pinchin, Michael A. Brown, Jesse M. Blum, Sarah Sharples
Unsupervised labelling of sequential data for location identification in indoor environments. Expert Syst. Appl. 61 (2016)
Iker Perez, Michael A. Brown, James Pinchin, Sarah Martindale, Sarah Sharples, Dominick Shaw, John Blakey
Out of hours workload management: Bayesian inference for decision support in secondary care. Artif. Intell. Medicine 73 (2016)
Iker Perez, Huiling Le
Time-Randomized Stopping Problems for a Family of Utility Functions. SIAM J. Control. Optim. 53 (3) (2015)