Sahra Ghalebikesabi
7 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
differential privacy
(2)
generative model
(2)
variational autoencoder
(2)
bayesian inference
(2)
variational inference
(1)
uncertainty quantification
(1)
feature attribution
(1)
posterior sampling
(1)
model interpretability
(1)
gaussian process
(1)
nonparametric statistics
(1)
importance weighting
(1)
likelihood ratio
(1)
beta divergence
(1)
latent representation
(1)
autoregressive model
(1)
missing data imputation
(1)
local explanation
(1)
synthetic data
(1)
predictive distribution
(1)
Papers
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
MLHC 2023
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
NeurIPS 2023
Differentially Private Statistical Inference through β-Divergence One Posterior Sampling
NeurIPS 2023
Quasi-Bayesian nonparametric density estimation via autoregressive predictive updates
UAI 2023
Mitigating statistical bias within differentially private synthetic data
UAI 2022
Deep Generative Missingness Pattern-Set Mixture Models
AISTATS 2021
On Locality of Local Explanation Models
NeurIPS 2021