Daniel Augusto de Souza
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
gaussian process
(2)
variational inference
(2)
gaussian processes
(1)
uncertainty quantification
(1)
sample complexity
(1)
kernel learning
(1)
sparse approximation
(1)
bayesian active learning
(1)
bayesian optimization
(1)
posterior approximation
(1)
streaming inference
(1)
spatial data
(1)
reward hacking
(1)
generative flow network
(1)
discrete state space
(1)
amortized sampling
(1)
evidence lower bound
(1)
inducing variable
(1)
deep gaussian process
(1)
b-spline basis function
(1)
Papers
COBALT: Censored Optimization and Bayesian Active Learning Techniques
UAI 2026
When Can Proxies Improve the Sample Complexity of Preference Learning?
ICML 2025
Streaming Bayes GFlowNets
NeurIPS 2024
Actually Sparse Variational Gaussian Processes
AISTATS 2023
Thin and deep Gaussian processes
NeurIPS 2023