Matias Altamirano
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
gaussian process
(2)
bayesian inference
(2)
uncertainty quantification
(2)
gaussian processes
(1)
computational efficiency
(1)
kalman filtering
(1)
multi-output learning
(1)
outliers
(1)
state space model
(1)
scalable algorithm
(1)
state space
(1)
outlier robust
(1)
non-stationary process
(1)
kernel methods
(1)
spectral mixture
(1)
generalized bayesian
(1)
diffusion score matching
(1)
spatio temporal
(1)
robust
(1)
generalised bayes
(1)
Papers
Robust and Conjugate Spatio-Temporal Gaussian Processes
ICML 2025
Outlier-robust Kalman Filtering through Generalised Bayes
ICML 2024
Robust and Conjugate Gaussian Process Regression
ICML 2024
Robust and Scalable Bayesian Online Changepoint Detection
ICML 2023
Nonstationary multi-output Gaussian processes via harmonizable spectral mixtures
AISTATS 2022