Melanie F. Pradier
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Cross-Pollinator (15) π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
CLEAR (1)
JMLR (1)
MLHC (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
continual learning
(1)
bayesian nonparametrics
(1)
variational inference
(1)
bayesian learning
(1)
machine unlearning
(1)
feature allocation
(1)
generative model
(1)
latent feature model
(1)
latent representation
(1)
variational autoencoder
(1)
influence function
(1)
heterogeneous datum
(1)
data deletion
(1)
model repair
(1)
t-cell receptor
(1)
adaptive immune repertoire
(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
NIPS 2022
General Latent Feature Models for Heterogeneous Datasets
JMLR 2020