Wesley J Maddox
5 papers · 2019–2022 · 1 conference · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Taxonomy Completionist
(15)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (5)
Top co-authors
Keywords
gaussian process
(3)
approximate inference
(2)
bayesian optimization
(2)
bayesian inference
(1)
uncertainty quantification
(1)
model calibration
(1)
data augmentation
(1)
kernel learning
(1)
posterior approximation
(1)
stochastic variational inference
(1)
stochastic weight averaging
(1)
bayesian neural network
(1)
spectral density
(1)
bayesian deep learning
(1)
aleatoric uncertainty
(1)
high-dimensional output
(1)
online decision-making
(1)
multi-task optimization
(1)
kronecker structure
(1)
posterior tempering
(1)
Papers
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
NIPS 2022
Conditioning Sparse Variational Gaussian Processes for Online Decision-making
NIPS 2021
Bayesian Optimization with High-Dimensional Outputs
NIPS 2021
A Simple Baseline for Bayesian Uncertainty in Deep Learning
NIPS 2019
Function-Space Distributions over Kernels
NIPS 2019