Felix Jimenez
3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
Conferences
AISTATS (2)
ICML (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
variational inference
(1)
gaussian processes
(1)
hyperparameter optimization
(1)
gaussian process
(1)
kullback-leibler divergence
(1)
sparse approximation
(1)
high-dimensional optimization
(1)
bayesian optimization
(1)
thompson sampling
(1)
black-box function
(1)
surrogate model
(1)
vecchia approximation
(1)
cholesky factorization
(1)
Papers
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks
AISTATS 2025
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes
AISTATS 2023
Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization
ICML 2023