Per Sidén
5 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Architectures
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Core Methods
(2)
Models
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Capabilities
(1)
Core AI
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
graph neural network
(2)
gaussian markov random field
(2)
variational inference
(2)
uncertainty quantification
(1)
self-supervised learning
(1)
neural network optimization
(1)
gaussian process
(1)
time series forecasting
(1)
image representation
(1)
spatial statistics
(1)
monte carlo tree search
(1)
integrated nested laplace approximation
(1)
generative model
(1)
mixture model
(1)
convolutional neural network
(1)
ordinary differential equation
(1)
uncertainty estimate
(1)
temporal graph neural network
(1)
graph-structured time series
(1)
gated recurrent unit
(1)
Papers
DINO as a von Mises-Fisher mixture model
ICLR 2023
Temporal Graph Neural Networks for Irregular Data
AISTATS 2023
Scalable Deep Gaussian Markov Random Fields for General Graphs
ICML 2022
Deep Gaussian Markov Random Fields
ICML 2020
Real-Time Robotic Search using Structural Spatial Point Processes
UAI 2019