Pau Batlle

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Outbreak Detection

Online Communities

Multiple Kernel

Top Venues

J. Comput. Phys.

SIAM J. Control. Optim.

Publications

Janina Schreiber, Pau Batlle, Damar Wicaksono, Michael Hecht
PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates. CoRR (2024)
Pau Batlle, Matthieu Darcy, Bamdad Hosseini, Houman Owhadi
Kernel methods are competitive for operator learning. J. Comput. Phys. 496 (2024)
Biraj Pandey, Bamdad Hosseini, Pau Batlle, Houman Owhadi
Diffeomorphic Measure Matching with Kernels for Generative Modeling. CoRR (2024)
Pau Batlle, Matthieu Darcy, Bamdad Hosseini, Houman Owhadi
Kernel Methods are Competitive for Operator Learning. CoRR (2023)
Théo Bourdais, Pau Batlle, Xianjin Yang, Ricardo Baptista, Nicolas Rouquette, Houman Owhadi
Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots. CoRR (2023)
Pau Batlle, Yifan Chen, Bamdad Hosseini, Houman Owhadi, Andrew M. Stuart
Error Analysis of Kernel/GP Methods for Nonlinear and Parametric PDEs. CoRR (2023)
Kamaludin Dingle, Pau Batlle, Houman Owhadi
Multiclass classification utilising an estimated algorithmic probability prior. CoRR (2022)
Hamed Hamze Bajgiran, Pau Batlle, Houman Owhadi, Mostafa Samir, Clint Scovel, Mahdy Shirdel, Michael Stanley, Peyman Tavallali
Uncertainty quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball. J. Comput. Phys. 471 (2022)
Pau Batlle, Joan Bruna, Carlos Fernandez-Granda, Victor M. Preciado
Adaptive Test Allocation for Outbreak Detection and Tracking in Social Contact Networks. SIAM J. Control. Optim. 60 (2) (2022)
Mariella Dimiccoli, Herwig Wendt, Pau Batlle
Learning grounded word meaning representations on similarity graphs. CoRR (2021)
Pau Batlle, Joan Bruna, Carlos Fernandez-Granda, Victor M. Preciado
Adaptive Test Allocation for Outbreak Detection and Tracking in Social Contact Networks. CoRR (2020)