古屋 貴士

Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations. 

ICLR 2025 2025年  査読有り

Transformers are Universal In-context Learners. 

ICLR 2025 2025年  査読有り

Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation 

Journal of Computational Physics 513 113168-113168 2024年9月  査読有り

Convergences for Minimax Optimization Problems over Infinite-Dimensional Spaces Towards Stability in Adversarial Training 

Transactions on Machine Learning Research 2024 2024年6月  査読有り

Can neural operators always be continuously discretized? 

NeurIPS 2024年  査読有り

Local recovery of a piecewise constant anisotropic conductivity in EIT on domains with exposed corners 

Inverse Problems 39(2) 025005-025005 2023年1月19日  査読有り

Globally injective and bijective neural operators. 

Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023(NeurIPS) 36 57713-57753 2023年12月  査読有り

Inverse medium scattering problems with Kalman filter techniques 

Inverse Problems 38(9) 095003-095003 2022年8月15日  査読有り

Spectral Pruning for Recurrent Neural Networks 

Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) PMLR 151 3458-3482 2022年3月  査読有り

Remarks on the factorization and monotonicity method for inverse acoustic scatterings 

Inverse Problems 37(6) 065006-065006 2021年6月1日  査読有り

Scattering by the local perturbation of an open periodic waveguide in the half plane 

Journal of Mathematical Analysis and Applications 489(1) 124149-124149 2020年9月  査読有り

The factorization and monotonicity method for the defect in an open periodic waveguide 

Journal of Inverse and Ill-posed Problems 28(6) 783-796 2020年6月11日  査読有り

The direct and inverse scattering problem for the semilinear Schrödinger equation 

Nonlinear Differential Equations and Applications NoDEA 27(3) 2020年4月7日  査読有り

The monotonicity method for the inverse crack scattering problem 

Inverse Problems in Science and Engineering 28(11) 1570-1581 2020年3月9日  査読有り

A modification of the factorization method for scatterers with different physical properties 

Mathematical Methods in the Applied Sciences 42(11) 4017-4030 2019年4月21日  査読有り

Hermite expansions of some tempered distributions 

Journal of Pseudo-Differential Operators and Applications 9(1) 105-124 2017年5月16日  査読有り