| Kernel methods are competitive for operator learning P Batlle, M Darcy, B Hosseini, H Owhadi Journal of Computational Physics 496, 112549, 2024 | 15 | 2024 |
| Error analysis of kernel/GP methods for nonlinear and parametric PDEs P Batlle, Y Chen, B Hosseini, H Owhadi, AM Stuart arXiv preprint arXiv:2305.04962, 2023 | 9 | 2023 |
| Uncertainty quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball HH Bajgiran, P Batlle, H Owhadi, M Samir, C Scovel, M Shirdel, M Stanley, ... Journal of Computational Physics 471, 111608, 2022 | 8 | 2022 |
| Adaptive test allocation for outbreak detection and tracking in social contact networks P Batlle, J Bruna, C Fernandez-Granda, VM Preciado SIAM Journal on Control and Optimization 60 (2), S274-S293, 2022 | 8 | 2022 |
| Exploring the rubber sheet spacetime analogy by studying ball movement in a bent trampoline P Batlle, A Teixidó, J Llobera, I Medrano, LC Pardo European Journal of Physics 40 (4), 045005, 2019 | 8 | 2019 |
| Multiclass classification utilising an estimated algorithmic probability prior K Dingle, P Batlle, H Owhadi Physica D: Nonlinear Phenomena 448, 133713, 2023 | 4 | 2023 |
| Induced seismicity forecasting with uncertainty quantification: Application to the Groningen gas field H Kaveh, P Batlle, M Acosta, P Kulkarni, SJ Bourne, JP Avouac Seismological Research Letters 95 (2A), 773-790, 2024 | 1 | 2024 |
| User mobility inference and clustering through LTE PDCCH data analysis PB Franch, AJE Olivella, RMG Alarcia, P Dini 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 1-6, 2021 | 1 | 2021 |
| Diffeomorphic Measure Matching with Kernels for Generative Modeling B Pandey, B Hosseini, P Batlle, H Owhadi arXiv preprint arXiv:2402.08077, 2024 | | 2024 |
| Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots T Bourdais, P Batlle, X Yang, R Baptista, N Rouquette, H Owhadi arXiv preprint arXiv:2311.17007, 2023 | | 2023 |
| Optimization-based frequentist confidence intervals for functionals in constrained inverse problems: Resolving the Burrus conjecture P Batlle, P Patil, M Stanley, H Owhadi, M Kuusela arXiv preprint arXiv:2310.02461, 2023 | | 2023 |
| Learning grounded word meaning representations on similarity graphs M Dimiccoli, H Wendt, P Batlle Proceedings of the 2021 Conference on Empirical Methods on Natural Language …, 2021 | | 2021 |
| Succinonitrile experiment data analysis and model selection using bayesian methods P Batlle Franch, A Mestre Torà, L Carlos Pardo Universitat Politècnica de Catalunya, 2019 | | 2019 |
