Andrew Gordon Gordon Wilson
4 papers · 2021–2021 · 1 venue · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(13)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Deep Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Application Areas
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
deep ensemble
(2)
variational inference
(2)
gaussian process
(2)
kernel approximation
(1)
markov chain monte carlo
(1)
posterior distribution
(1)
hamiltonian monte carlo
(1)
variational gaussian process
(1)
scalable inference
(1)
bayesian neural network
(1)
mode connectivity
(1)
domain shift
(1)
fourier series
(1)
matrix-vector multiplication
(1)
inducing point
(1)
loss surface
(1)
simplicial complex
(1)
stochastic gradient markov chain monte carlo
(1)
mode connecting
(1)
harmonic kernel decomposition
(1)
Papers
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling
ICML 2021
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
ICML 2021
SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes
ICML 2021
What Are Bayesian Neural Network Posteriors Really Like?
ICML 2021