Ikuti
Yifan Chen
Judul
Dikutip oleh
Dikutip oleh
Tahun
Solving and Learning Nonlinear PDEs with Gaussian Processes
Y Chen, B Hosseini, H Owhadi, AM Stuart
Journal of Computational Physics 447, 110668, 2021
1782021
The Quadratic Wasserstein Metric for Earthquake Location
J Chen, Y Chen, H Wu, D Yang
Journal of Computational Physics 373, 188-209, 2018
522018
Optimal Transport Natural Gradient for Statistical Manifolds with Continuous Sample Space
Y Chen, W Li
Information Geometry 3, 1-32, 2020
51*2020
Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations
Y Chen, EN Epperly, JA Tropp, RJ Webber
Communications on Pure and Applied Mathematics, 2024
402024
Consistency of Empirical Bayes and Kernel Flow for Hierarchical Parameter Estimation
Y Chen, H Owhadi, AM Stuart
Mathematics of Computation 90, 2527-2578, 2020
362020
Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes
Y Chen, H Owhadi, F Schaefer
Mathematics of Computation 94 (353), 1235-1280, 2025
282025
Exponentially Convergent Multiscale Methods for 2D High Frequency Heterogeneous Helmholtz Equations
Y Chen, TY Hou, Y Wang
SIAM Multiscale Modeling & Simulation 21 (3), 849-883, 2021
212021
Error analysis of kernel/GP methods for nonlinear and parametric PDEs
P Batlle, Y Chen, B Hosseini, H Owhadi, AM Stuart
Journal of Computational Physics 520, 113488, 2025
192025
Exponential Convergence for Multiscale Linear Elliptic PDEs via Adaptive Edge Basis Functions
Y Chen, TY Hou, Y Wang
SIAM Multiscale Modeling & Simulation 19 (2), 980–1010, 2020
192020
Provable Probabilistic Imaging using Score-Based Generative Priors
Y Sun, Z Wu, Y Chen, BT Feng, KL Bouman
IEEE Transactions on Computational Imaging, 2023
182023
Gradient flows for sampling: mean-field models, Gaussian approximations and affine invariance
Y Chen, DZ Huang, J Huang, S Reich, AM Stuart
arXiv preprint arXiv:2302.11024, 2023
182023
Sampling via Gradient Flows in the Space of Probability Measures
Y Chen, DZ Huang, J Huang, S Reich, AM Stuart
arXiv preprint arXiv:2310.03597, 2023
152023
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
Y Chen, M Goldstein, M Hua, MS Albergo, NM Boffi, E Vanden-Eijnden
ICML 2024, 2024
112024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
Z Wu, Y Sun, Y Chen, B Zhang, Y Yue, KL Bouman
Advances in Neural Information Processing Systems 38, 2024
102024
Multiscale Elliptic PDEs Upscaling and Function Approximation via Subsampled Data
Y Chen, TY Hou
SIAM Multiscale Modeling & Simulation 20 (1), 188-219, 2022
72022
Run-and-Inspect Method for Nonconvex Optimization and Global Optimality Bounds for R-Local Minimizers
Y Chen, Y Sun, W Yin
Mathematical Programming 176 (1-2), 39-67, 2019
72019
Exponentially convergent multiscale finite element method
Y Chen, TY Hou, Y Wang
Communications on Applied Mathematics and Computation 6 (2), 862-878, 2023
52023
Convergence of Unadjusted Langevin in High Dimensions: Delocalization of Bias
Y Chen, X Cheng, J Niles-Weed, J Weare
arXiv preprint arXiv: 2408.13115, 2024
42024
Fisher-rao gradient flow: geodesic convexity and functional inequalities
JA Carrillo, Y Chen, DZ Huang, J Huang, D Wei
arXiv preprint arXiv:2407.15693, 2024
42024
Efficient, Multimodal, and Derivative-Free Bayesian Inference With Fisher-Rao Gradient Flows
Y Chen, DZ Huang, J Huang, S Reich, AM Stuart
Inverse Problems 40 (12), 125001, 2024
42024
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