Robert A Vandermeulen
6 papers · 2014–2024 · 1 venue · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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Keywords
kernel density estimation
(2)
nonparametric estimation
(2)
variational inference
(1)
anomaly detection
(1)
density estimation
(1)
sparse representation
(1)
robust statistics
(1)
sample complexity
(1)
tensor decomposition
(1)
hilbert space
(1)
nonparametric statistics
(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
NeurIPS 2024
Improving neural network representations using human similarity judgments
NeurIPS 2023
VICE: Variational Interpretable Concept Embeddings
NeurIPS 2022
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation
NeurIPS 2021
Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations
NeurIPS 2020
Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space
NeurIPS 2014