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2020 – today
- 2024
[i4]Piotr Skalski, David Sutton, Stuart Burrell, Iker Perez, Jason Wong:
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences. CoRR abs/2401.01641 (2024)- [i3]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 abs/2401.02450 (2024) - [i2]Parameswaran Kamalaruban, Yulu Pi, Stuart Burrell, Eleanor Drage, Piotr Skalski, Jason Wong, David Sutton:
Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges. CoRR abs/2409.04373 (2024) - 2023
- [c3]Piotr Skalski
, David Sutton, Stuart Burrell, Iker Perez, Jason Wong:
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences. ICAIF 2023: 141-149 - [c2]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: 475-484 - 2022
- [c1]Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton:
Attribution of predictive uncertainties in classification models. UAI 2022: 1582-1591 - 2021
- [i1]Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton:
Path Integrals for the Attribution of Model Uncertainties. CoRR abs/2107.08756 (2021)
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