Robert A Vandermeulen
6 papers · 2014–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Academic Marathon (10) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π₯
Unstoppable
(5)
Conferences
NIPS (6)
Top co-authors
Research topics
Keywords
kernel density estimation
(2)
few-shot learning
(1)
variational inference
(1)
anomaly detection
(1)
density estimation
(1)
sparse representation
(1)
sample complexity
(1)
tensor decomposition
(1)
hilbert space
(1)
nonparametric statistics
(1)
nonparametric estimation
(1)
curse of dimensionality
(1)
robust estimation
(1)
nonparametric density
(1)
nonparametric density estimation
(1)
markov random field
(1)
latent variable model
(1)
graphical model
(1)
mixture model
(1)
structured density estimation
(1)
Papers
Breaking the curse of dimensionality in structured density estimation
NIPS 2024
Improving neural network representations using human similarity judgments
NIPS 2023
VICE: Variational Interpretable Concept Embeddings
NIPS 2022
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation
NIPS 2021
Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations
NIPS 2020
Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space
NIPS 2014