Fabio T Ramos
5 papers · 2014–2022 · 1 venue · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Clinical
(1)
Core AI
(1)
Optimization
(1)
Science
(1)
Keywords
gaussian process
(2)
fmri analysis
(1)
robotic navigation
(1)
convergence analysis
(1)
spatio-temporal modeling
(1)
kernel learning
(1)
brain-computer interface
(1)
outlier detection
(1)
brain imaging
(1)
density ratio estimation
(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)
approximation guarantee
(1)
facility location
(1)
Papers
Batch Bayesian optimisation via density-ratio estimation with guarantees
NeurIPS 2022
Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning
NeurIPS 2020
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models
NeurIPS 2018
Spatio-Temporal Hilbert Maps for Continuous Occupancy Representation in Dynamic Environments
NeurIPS 2016
On Integrated Clustering and Outlier Detection
NeurIPS 2014