دنبال کردن
Matteo Giordano
عنوان
نقل شده توسط
نقل شده توسط
سال
Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem‏
M Giordano, R Nickl‏
Inverse Problems 36 (8), 085001, 2020‏
762020
Bernstein--von Mises Theorems and Uncertainty Quantification for Linear Inverse Problems‏
M Giordano, H Kekkonen‏
SIAM/ASA Journal on Uncertainty Quantification 8 (1), 342-373, 2020‏
232020
Nonparametric Bayesian inference for reversible multidimensional diffusions‏
M Giordano, K Ray‏
The Annals of Statistics 50 (5), 2872-2898, 2022‏
202022
On the inability of Gaussian process regression to optimally learn compositional functions‏
M Giordano, K Ray, J Schmidt-Hieber‏
Advances in Neural Information Processing Systems 35, 22341-22353, 2022‏
142022
Besov-Laplace priors in density estimation: optimal posterior contraction rates and adaptation‏
M Giordano‏
Electronic Journal of Statistics 17 (2), 2210-2249, 2023‏
52023
Statistical algorithms for low-frequency diffusion data: A PDE approach‏
M Giordano, S Wang‏
arXiv preprint arXiv:2405.01372, 2024‏
12024
Asymptotic theory for Bayesian nonparametric inference in statistical models arising from partial differential equations‏
M Giordano‏
12021
Besov priors in density estimation: optimal posterior contraction rates and adaptation‏
M Giordano‏
arXiv preprint arXiv:2208.14350, 0‏
1
On strong posterior contraction rates for Besov-Laplace priors in the white noise model‏
E Dolera, S Favaro, M Giordano‏
arXiv preprint arXiv:2411.06981, 2024‏
2024
A Bayesian approach with Gaussian priors to the inverse problem of source identification in elliptic PDEs‏
M Giordano‏
arXiv preprint arXiv:2402.19214, 2024‏
2024
Nonparametric Bayesian intensity estimation for covariate-driven inhomogeneous point processes‏
M Giordano, A Kirichenko, J Rousseau‏
arXiv preprint arXiv:2312.14073, 2023‏
2023
Bayesian nonparametric inference in PDE models: asymptotic theory and implementation‏
M Giordano‏
2023 JSM Proceedings, 1-17, 2023‏
2023
A reversible allelic partition process and Pitman sampling formula‏
M Giordano, P De Blasi, M Ruggiero‏
ALEA, Lat. Am. J. Probab. Math. Stat. 17, 375–388, 2020‏
2020
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–13