Fabio T Ramos
5 papers · 2014–2022 · 1 conference · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (6) π Interdisciplinary Bridge π Academic Marathon (8) πΊοΈ Taxonomy Completionist (16)
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Conferences
NIPS (5)
Top co-authors
Keywords
gaussian process
(2)
fmri analysis
(1)
robotic navigation
(1)
spatio-temporal modeling
(1)
kernel learning
(1)
brain-computer interface
(1)
outlier detection
(1)
brain imaging
(1)
batch optimization
(1)
subgradient descent
(1)
regret bound
(1)
kernel classifier
(1)
acquisition function
(1)
recurrent neural network
(1)
subgradient method
(1)
uncertainty propagation
(1)
nonstationary kernel
(1)
facility location
(1)
fmri datum
(1)
occupancy mapping
(1)
Papers
Batch Bayesian optimisation via density-ratio estimation with guarantees
NIPS 2022
Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning
NIPS 2020
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models
NIPS 2018
Spatio-Temporal Hilbert Maps for Continuous Occupancy Representation in Dynamic Environments
NIPS 2016
On Integrated Clustering and Outlier Detection
NIPS 2014