Rafael Oliveira
13 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Conference Polyglot (7)
π
Academic Marathon
(6)
π
Cross-Pollinator
(13)
π
Century Club
(13)
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Trend Setter
Conferences
UAI (4)
NIPS (3)
AISTATS (2)
ACML (1)
ICLR (1)
L4DC (1)
RSS (1)
Top co-authors
Keywords
gaussian process
(6)
bayesian inference
(4)
bayesian optimisation
(4)
bayesian optimization
(3)
upper confidence bound
(3)
model predictive control
(2)
variational inference
(2)
reproducing kernel hilbert space
(2)
markov chain monte carlo
(2)
regret bound
(2)
value function approximation
(1)
density ratio estimation
(1)
kernel learning
(1)
experimental design
(1)
regret minimization
(1)
uncertainty quantification
(1)
hamiltonian monte carlo
(1)
sequential optimization
(1)
numerical integration
(1)
optimal experimental design
(1)
Papers
Variational Search Distributions
ICLR 2025
Bayesian Adaptive Calibration and Optimal Design
NIPS 2024
Stein Random Feature Regression
UAI 2024
Adaptive Model Predictive Control by Learning Classifiers
L4DC 2022
Value Function Approximations via Kernel Embeddings
for No-Regret Reinforcement Learning
ACML 2022
Generalized Bayesian quadrature with spectral kernels
UAI 2022
Batch Bayesian optimisation via density-ratio estimation with guarantees
NIPS 2022
Dual Online Stein Variational Inference for Control and Dynamics
RSS 2021
Non-Volume Preserving Hamiltonian Monte Carlo and No-U-TurnSamplers
AISTATS 2021
No-regret approximate inference via Bayesian optimisation
UAI 2021
Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning
NIPS 2020
Active Learning of Conditional Mean Embeddings via Bayesian Optimisation
UAI 2020
Bayesian optimisation under uncertain inputs
AISTATS 2019