Wessel Bruinsma
8 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Interdisciplinary Bridge
π₯
Unstoppable
(6)
β
The Questioner
(2)
Conferences
NIPS (4)
ICLR (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
gaussian process
(2)
neural process
(2)
variational inference
(2)
markov chain monte carlo
(1)
posterior distribution
(1)
maximum likelihood
(1)
exact inference
(1)
sparse approximation
(1)
generalization error
(1)
multi-output regression
(1)
prior distribution
(1)
scalable inference
(1)
autoregressive model
(1)
pac-bayes bound
(1)
convolutional neural network
(1)
multi-output gaussian process
(1)
scalable model
(1)
translation equivariance
(1)
test set bound
(1)
nonlinear dependency
(1)
Papers
Approximately Equivariant Neural Processes
NIPS 2024
Autoregressive Conditional Neural Processes
ICLR 2023
Practical Conditional Neural Process Via Tractable Dependent Predictions
ICLR 2022
Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
NIPS 2022
How Tight Can PAC-Bayes be in the Small Data Regime?
NIPS 2021
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes
NIPS 2020
Scalable Exact Inference in Multi-Output Gaussian Processes
ICML 2020
The Gaussian Process Autoregressive Regression Model (GPAR)
AISTATS 2019