Melanie F. Pradier
4 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Keywords
unsupervised learning
(1)
continual learning
(1)
bayesian nonparametrics
(1)
variational inference
(1)
bayesian learning
(1)
machine unlearning
(1)
riemannian manifold
(1)
feature allocation
(1)
generative model
(1)
latent feature model
(1)
latent representation
(1)
variational autoencoder
(1)
latent space
(1)
influence function
(1)
causal mechanism
(1)
heterogeneous data
(1)
treatment effect
(1)
confounding variable
(1)
data deletion
(1)
model repair
(1)
Papers
Beyond Flatland: A Geometric Take on Matching Methods for Treatment Effect Estimation
CLeaR 2025
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
MLHC 2023
Repairing Neural Networks by Leaving the Right Past Behind
NeurIPS 2022
General Latent Feature Models for Heterogeneous Datasets
JMLR 2020