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Felix Jimenez

Affiliations:
  • University of Wisconsin-Madison, WI, USA
  • Texas A&M University, TX, USA (former)


According to our database1, Felix Jimenez authored at least 5 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Probabilistic Skip Connections for Deterministic Uncertainty Quantification in Deep Neural Networks.
[BibTeX]
[DOI]
Felix Jimenez
,
Matthias Katzfuss
CoRR, January, 2025

Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks.
[BibTeX]
[DOI]
Felix Jimenez
,
Matthias Katzfuss
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2023
Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization.
[BibTeX]
[DOI]
Jian Cao
,
Myeongjong Kang
,
Felix Jimenez
,
Huiyan Sang
,
Florian Schäfer
,
Matthias Katzfuss
CoRR, 2023

Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization.
[BibTeX]
[DOI]
Jian Cao
,
Myeongjong Kang
,
Felix Jimenez
,
Huiyan Sang
,
Florian Tobias Schaefer
,
Matthias Katzfuss
Proceedings of the International Conference on Machine Learning, 2023

Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes.
[BibTeX]
[DOI]
Felix Jimenez
,
Matthias Katzfuss
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023


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