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Sahra Ghalebikesabi
Sahra Ghalebikesabi
PhD Candidate, University of Oxford
Bestätigte E-Mail-Adresse bei univ.ox.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
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On Locality of Local Explanation Models
S Ghalebikesabi, L Ter-Minassian, K Diaz-Ordaz, C Holmes
35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
242021
Differentially private diffusion models generate useful synthetic images
S Ghalebikesabi, L Berrada, S Gowal, I Ktena, R Stanforth, J Hayes, S De, ...
arXiv preprint arXiv:2302.13861, 2023
192023
Deep Generative Pattern-Set Mixture Models for Nonignorable Missingness
S Ghalebikesabi, R Cornish, LJ Kelly, C Holmes
Proceedings of the 24th International Conference on Artificial Intelligence …, 2021
11*2021
Mitigating Statistical Bias within Differentially Private Synthetic Data
S Ghalebikesabi, H Wilde, J Jewson, A Doucet, S Vollmer, C Holmes
Uncertainty in Artificial Intelligence, 696-705, 2022
9*2022
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
MF Pradier, N Prasad, P Chapfuwa, S Ghalebikesabi, M Ilse, ...
arXiv preprint arXiv:2304.13737, 2023
22023
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
VD Wild, S Ghalebikesabi, D Sejdinovic, J Knoblauch
37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
12023
Differentially Private Statistical Inference through -Divergence One Posterior Sampling
J Jewson, S Ghalebikesabi, C Holmes
37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
2023
Challenges and Opportunities of Shapley values in a Clinical Context
L Ter-Minassian, S Ghalebikesabi, K Diaz-Ordaz, C Holmes
ICML 2022 Workshop on Interpretable Machine Learning in Healthcare, 2023
2023
A Quasi-Bayesian Nonparametric Density Estimator via Autoregressive Predictive Updates
S Ghalebikesabi, C Holmes, E Fong, B Lehmann
Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence …, 2022
2022
Identification of Underlying Disease Domains by Longitudinal Latent Factor Analysis for Secukinumab Treated Patients in Psoriatic Arthritis and Rheumatoid Arthritis Trials
X Zhu, F Falck, S Ghalebikesabi, M Kormaksson, M Vandemeulebroecke, ...
ACR Convergence 2021, 2021
2021
A Tutorial on Model Explainability
S Ghalebikesabi
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