Pau Batlle Franch

According to our database, Pau Batlle Franch authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Kernel methods are competitive for operator learning.

Pau Batlle, Matthieu Darcy, Bamdad Hosseini, Houman Owhadi

J. Comput. Phys., January, 2024

PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates.

Janina Schreiber, Pau Batlle, Damar Wicaksono, Michael Hecht

CoRR, 2024

Diffeomorphic Measure Matching with Kernels for Generative Modeling.

Biraj Pandey, Bamdad Hosseini, Pau Batlle, Houman Owhadi

CoRR, 2024

2023

Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots.

Théo Bourdais, Pau Batlle, Xianjin Yang, Ricardo Baptista, Nicolas Rouquette, Houman Owhadi

CoRR, 2023

Error Analysis of Kernel/GP Methods for Nonlinear and Parametric PDEs.

Pau Batlle, Yifan Chen, Bamdad Hosseini, Houman Owhadi, Andrew M. Stuart

CoRR, 2023

2022

Adaptive Test Allocation for Outbreak Detection and Tracking in Social Contact Networks.

Pau Batlle, Joan Bruna, Carlos Fernandez-Granda, Victor M. Preciado

SIAM J. Control. Optim., 2022

Uncertainty quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball.

Hamed Hamze Bajgiran, Pau Batlle, Houman Owhadi, Mostafa Samir, Clint Scovel, Mahdy Shirdel, Michael Stanley, Peyman Tavallali

J. Comput. Phys., 2022

Multiclass classification utilising an estimated algorithmic probability prior.

Kamaludin Dingle, Pau Batlle, Houman Owhadi

CoRR, 2022

2021

Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball.

Hamed Hamze Bajgiran, Pau Batlle Franch, Houman Owhadi, Clint Scovel, Mahdy Shirdel, Michael Stanley, Peyman Tavallali

CoRR, 2021

User mobility inference and clustering through LTE PDCCH data analysis.

Pau Batlle Franch, Antoni Josep Eritja Olivella, Ramón María García Alarcia, Paolo Dini

Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Learning grounded word meaning representations on similarity graphs.

Mariella Dimiccoli, Herwig Wendt, Pau Batlle Franch

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021