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ORCIDFelix Jimenez 0002
Person information
- affiliation: Amazon, USA
- affiliation (PhD): University of Wisconsin-Madison, WI, USA
- affiliation (former): Texas A&M University, TX, USA
Other persons with the same name
- Felix Jimenez 0001
![[0009-0008-3540-5653]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0009-0008-3540-5653")
— Aichi Prefectural University, Nagakute-shi, Aichi, Japan
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2020 – today
- 2026
[i6]Alejandro Calle-Saldarriaga, Felix Jimenez, Jack Grosskreuz, Jiazheng Wang, Jonathan Hobbs, Matthias Katzfuss:
Amortized Probabilistic Retrieval of Atmospheric CO2 from OCO-2 Spectra Using Deep Learning with Laplace Approximations and Normalizing Flows. CoRR abs/2606.17413 (2026)- 2025
- [c3]Felix Jimenez, Matthias Katzfuss:
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks. AISTATS 2025: 3403-3411 - [i5]Felix Jimenez, Matthias Katzfuss:
Probabilistic Skip Connections for Deterministic Uncertainty Quantification in Deep Neural Networks. CoRR abs/2501.04816 (2025) - [i4]Jianglin Lu, Yuanwei Wu, Ziyi Zhao, Hongcheng Wang, Felix Jimenez, Abrar Majeedi, Yun Fu:
SimpleCall: A Lightweight Image Restoration Agent in Label-Free Environments with MLLM Perceptual Feedback. CoRR abs/2512.18599 (2025) - 2023
- [c2]Felix Jimenez, Matthias Katzfuss:
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes. AISTATS 2023: 1492-1512 - [c1]Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Tobias Schäfer, Matthias Katzfuss:
Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization. ICML 2023: 3559-3576 - [i3]Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Schäfer, Matthias Katzfuss:
Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization. CoRR abs/2301.13303 (2023) - [i2]Felix Jimenez, Matthias Katzfuss:
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks. CoRR abs/2305.17063 (2023) - 2022
- [i1]Felix Jimenez, Matthias Katzfuss:
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes. CoRR abs/2203.01459 (2022)
Coauthor Index
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