publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2024
- Sparse recovery of elliptic solvers from matrix-vector productsSIAM Journal on Scientific Computing, 2024
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2023
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- Scalable Bayesian transport maps for high-dimensional non-Gaussian spatial fieldsJournal of the American Statistical Association, 2023
- Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimizationIn International Conference on Machine Learning, 2023
- Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian ProcessesAccepted at Mathematics of Computation, 2023
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- Targeted computation of nonlocal closure operators via an adjoint-based macroscopic forcing method2023
2022
- ZerO Initialization: Initializing Neural Networks with only Zeros and OnesTransactions on Machine Learning Research, 2022
- Competitive Physics Informed NetworksIn The Eleventh International Conference on Learning Representations, 2022
2021
- Sparse Cholesky factorization by Kullback-Leibler minimizationSIAM Journal on Scientific Computing, 2021
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- Multiscale cholesky preconditioning for ill-conditioned problemsACM Transactions on Graphics (TOG), 2021
2020
2019
2018
- Image extrapolation for the time discrete metamorphosis model – existence and applicationsSIAM Journal on Imaging Sciences, 2018
2017
- Time discrete extrapolation in a Riemannian space of imagesIn International Conference on Scale Space and Variational Methods in Computer Vision, 2017