Resultats de la cerca - Stuart, Andrew M.

The Parametric Complexity of Operator Learning per Lanthaler, Samuel, Stuart, Andrew M.

Obtenir text complet

Posterior Consistency for Gaussian Process Approximations of Bayesian Posterior Distributions per Stuart, Andrew M., Teckentrup, Aretha L.

Obtenir text complet

Operator Learning Using Random Features: A Tool for Scientific Computing per Nelsen, Nicholas H., Stuart, Andrew M.

Obtenir text complet

Second Order Ensemble Langevin Method for Sampling and Inverse Problems per Liu, Ziming, Stuart, Andrew M., Wang, Yixuan

Obtenir text complet

Ensemble Kalman Methods: A Mean Field Perspective per Calvello, Edoardo, Reich, Sebastian, Stuart, Andrew M.

Obtenir text complet

Nonlocality and Nonlinearity Implies Universality in Operator Learning per Lanthaler, Samuel, Li, Zongyi, Stuart, Andrew M.

Obtenir text complet

Discretization Error of Fourier Neural Operators per Lanthaler, Samuel, Stuart, Andrew M., Trautner, Margaret

Obtenir text complet

Efficient Deconvolution in Populational Inverse Problems per Vadeboncoeur, Arnaud, Girolami, Mark, Stuart, Andrew M.

Obtenir text complet

A Mathematical Perspective On Contrastive Learning per Baptista, Ricardo, Stuart, Andrew M., Tran, Son

Obtenir text complet

Amortized Energy-Based Bayesian Inference per Kaveh, Hojjat, Baptista, Ricardo, Stuart, Andrew M.

Obtenir text complet

Tikhonov Regularization Within Ensemble Kalman Inversion per Chada, Neil K., Stuart, Andrew M., Tong, Xin T.

Obtenir text complet

Operator Learning: Algorithms and Analysis per Kovachki, Nikola B., Lanthaler, Samuel, Stuart, Andrew M.

Obtenir text complet

Gaussian Measures Conditioned on Nonlinear Observations: Consistency, MAP Estimators, and Simulation per Chen, Yifan, Hosseini, Bamdad, Owhadi, Houman, Stuart, Andrew M

Obtenir text complet

Accuracy of the Ensemble Kalman Filter in the Near-Linear Setting per Calvello, Edoardo, Monmarché, Pierre, Stuart, Andrew M., Vaes, Urbain

Obtenir text complet

Distributional Inverse Homogenization per Vadeboncoeur, Arnaud, Girolami, Mark, Bhattacharya, Kaushik, Stuart, Andrew M.

Obtenir text complet

Efficient Prior Calibration From Indirect Data per Akyildiz, O. Deniz, Girolami, Mark, Stuart, Andrew M., Vadeboncoeur, Arnaud

Obtenir text complet

Learning Homogenization for Elliptic Operators per Bhattacharya, Kaushik, Kovachki, Nikola, Rajan, Aakila, Stuart, Andrew M., Trautner, Margaret

Obtenir text complet

Continuum Attention for Neural Operators per Calvello, Edoardo, Kovachki, Nikola B., Levine, Matthew E., Stuart, Andrew M.

Obtenir text complet

Autoencoders in Function Space per Bunker, Justin, Girolami, Mark, Lambley, Hefin, Stuart, Andrew M., Sullivan, T. J.

Obtenir text complet

Gradient Flows for Sampling: Mean-Field Models, Gaussian Approximations and Affine Invariance per Chen, Yifan, Huang, Daniel Zhengyu, Huang, Jiaoyang, Reich, Sebastian, Stuart, Andrew M.

Obtenir text complet