Owhadi, Houman

Monograph from CaltechAUTHORS

• Chen, Yifan and Owhadi, Houman, el al. (2024) Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes; 10.48550/arXiv.2304.01294
• Hamze Bajgiran, Hamed and Batlle Franch, Pau, el al. (2022) Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball; 10.48550/arXiv.2108.10517
• Hamzi, Boumediene and Maulik, Romit, el al. (2022) Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods; 10.48550/arXiv.2103.10935
• Lee, Jonghyeon and De Brouwer, Edward, el al. (2022) Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series; 10.48550/arXiv.2111.13037
• Hamze Bajgiran, Hamed and Owhadi, Houman (2022) Aggregation of Pareto optimal models; 10.48550/arXiv.2112.04161
• Hamze Bajgiran, Hamed and Owhadi, Houman (2022) Aggregation of Models, Choices, Beliefs, and Preferences; 10.48550/arXiv.2111.11630
• Tavallali, Peyman and Hamze Bajgiran, Hamed, el al. (2021) Decision Theoretic Bootstrapping; 10.48550/arXiv.2103.09982
• Owhadi, Houman (2020) Do ideas have shape? Plato's theory of forms as the continuous limit of artificial neural networks; 10.48550/arXiv.2008.03920
• Hamzi, Boumediene and Owhadi, Houman (2020) Learning dynamical systems from data: a simple cross-validation perspective; 10.48550/arXiv.2007.05074
• Schäfer, Florian and Anandkumar, Anima, el al. (2020) Competitive Mirror Descent; 10.48550/arXiv.2006.10179
• Owhadi, Houman and Scovel, Clint, el al. (2019) Kernel Mode Decomposition and programmable/interpretable regression networks; 10.48550/arXiv.1907.08592
• Campbell, Tom and Owhadi, Houman, el al. (2019) On testing the simulation theory; 10.48550/arXiv.1703.00058
• Owhadi, Houman and Scovel, Clint (2017) Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis; 10.48550/arXiv.1703.10761
• Bou-Rabee, Nawaf and Owhadi, Houman (2016) Ballistic Transport at Uniform Temperature; 10.48550/arXiv.0710.1565
• Owhadi, Houman and Scovel, Clint (2016) Conditioning Gaussian measure on Hilbert space; 10.48550/arXiv.1506.04208
• Bou-Rabee, Nawaf and Owhadi, Houman (2016) Stochastic Variational Partitioned Runge-Kutta Integrators for Constrained Systems; 10.48550/arXiv.0709.2222
• Owhadi, Houman and Zhang, Lei (2016) Metric based up-scaling; 10.48550/arXiv.0505223
• Tao, Molei and Owhadi, Houman, el al. (2016) Temperature and Friction Accelerated Sampling of Boltzmann-Gibbs Distribution; 10.48550/arXiv.1007.0995
• Bou-Rabee, Nawaf and Owhadi, Houman (2016) Ergodicity of Langevin Processes with Degenerate Diffusion in Momentums; 10.48550/arXiv.0710.4259
• McKerns, M. and Owhadi, H., el al. (2016) The optimal uncertainty algorithm in the mystic framework; 10.48550/arXiv.1202.1055
• Tao, Molei and Owhadi, Houman, el al. (2016) Structure preserving Stochastic Impulse Methods for stiff Langevin systems with a uniform global error of order 1 or 1/2 on position; 10.48550/arXiv.1006.4657
• Owhadi, Houman and Scovel, Clint (2016) Brittleness of Bayesian inference and new Selberg formulas; 10.48550/arXiv.1304.7046
• Sullivan, T. J. and Owhadi, H. (2016) Equivalence of concentration inequalities for linear and non-linear functions; 10.48550/arXiv.1009.4913
• Owhadi, Houman and Zhang, Lei (2011) Localized bases for finite dimensional homogenization approximations with non-separated scales and high-contrast
• Owhadi, H. and Scovel, C., el al. (2011) Optimal Uncertainty Quantification; 10.7907/TTW6-QD19
• Desbrun, Mathieu and Donaldson, Roger D., el al. (2011) Discrete Geometric Structures in Homogenization and Inverse Homogenization with Application to EIT; 10.7907/XR8W-EA85
• Berlyand, Leonid and Owhadi, Houman (2011) Flux Norm Approach to Homogenization Problems with non-separated Scales; 10.7907/T5DC-SN48
• Tao, Molei and Owhadi, Houman, el al. (2011) Non-intrusive and structure preserving multiscale integration of stiff ODEs, SDEs and Hamiltonian systems with hidden slow dynamics via flow averaging; 10.7907/QZNP-SR14