Edwin V. Bonilla
30 papers
· 2007–2025
· 6 conferences
· across top CS/AI conferences
Achievements
π
Academic Marathon
(18)
π
Interdisciplinary Bridge
π£
Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Conference Polyglot
(6)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π
Keyword Champion
π¬
Deep Specialist
(11)
ποΈ
Keyword Collector
(70)
π
Trend Setter
π
Conference Pioneer
π
Century Club
(30)
π₯
Unstoppable
(7)
Conferences
ICML (11)
NIPS (11)
AISTATS (4)
IJCAI (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
gaussian process
(13)
variational inference
(11)
bayesian inference
(4)
approximate inference
(3)
gaussian processes
(3)
sparse approximation
(2)
uncertainty quantification
(2)
representation learning
(2)
black-box inference
(2)
bayesian optimization
(2)
bayesian approach
(2)
latent space
(2)
probabilistic modeling
(2)
multi-task learning
(2)
structure learning
(1)
regularization
(1)
image classification
(1)
active learning
(1)
model calibration
(1)
gradient-based optimization
(1)
Papers
RΓ©nyi Neural Processes
ICML 2025
Variational Search Distributions
ICLR 2025
Contextual Directed Acyclic Graphs
AISTATS 2024
Efficient Inference in Multi-task Cox Process Models
AISTATS 2019
Calibrating Deep Convolutional Gaussian Processes
AISTATS 2019
Gaussian Process Preference Elicitation
NIPS 2010
Multi-task Gaussian Process Prediction
NIPS 2007