Luis Espath

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Stochastic Gradient Descent

Posterior Distribution

Experimental Design

Top Venues

Publications

Vinh Hoang, Luis Espath, Sebastian Krumscheid, Raúl Tempone
Scalable method for Bayesian experimental design without integrating over posterior distribution. CoRR (2023)
Arved Bartuska, André Gustavo Carlon, Luis Espath, Sebastian Krumscheid, Raúl Tempone
Double-loop quasi-Monte Carlo estimator for nested integration. CoRR (2023)
Luis Espath, Pouria Behnoudfar, Raúl Tempone
Physics-informed Spectral Learning: the Discrete Helmholtz-Hodge Decomposition. CoRR (2023)
Arved Bartuska, Luis Espath, Raúl Tempone
Laplace-based strategies for Bayesian optimal experimental design with nuisance uncertainty. CoRR (2023)
Hamed Saidaoui, Luis Espath, Raúl Tempone
Deep nurbs - admissible neural networks. CoRR (2022)
Arved Bartuska, Luis Espath, Raúl Tempone
Small-noise approximation for Bayesian optimal experimental design with nuisance uncertainty. CoRR (2021)
Luis Espath, Sebastian Krumscheid, Raúl Tempone, Pedro Vilanova
On the equivalence of different adaptive batch size selection strategies for stochastic gradient descent methods. CoRR (2021)
Nicolas A. Labanda, Luis Espath, Victor Manuel Calo
A spatio-temporal adaptive phase-field fracture method. CoRR (2021)