(orcid 0000-0002-5677-1600)
Hamze Bajgiran, Hamed; Owhadi, Houman (2021) Aggregation of Pareto optimal models arXiv; https://doi.org/10.48550/arXiv.2112.04161
Lee, Jonghyeon; De Brouwer, Edward et al. (2021) Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series arXiv; https://doi.org/10.48550/arXiv.2111.13037
Hamze Bajgiran, Hamed; Owhadi, Houman (2021) Aggregation of Models, Choices, Beliefs, and Preferences arXiv; https://doi.org/10.48550/arXiv.2111.11630
Hamze Bajgiran, Hamed; Batlle Franch, Pau et al. (2021) Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball arXiv; https://doi.org/10.48550/arXiv.2108.10517
Tavallali, Peyman; Hamze Bajgiran, Hamed et al. (2021) Decision Theoretic Bootstrapping arXiv; https://doi.org/10.48550/arXiv.2103.09982 (Submitted)
Hamzi, Boumediene; Maulik, Romit et al. (2021) Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods arXiv; https://doi.org/10.48550/arXiv.2103.10935
Owhadi, Houman (2020) Do ideas have shape? Plato's theory of forms as the continuous limit of artificial neural networks arXiv; https://doi.org/10.48550/arXiv.2008.03920
Hamzi, Boumediene; Owhadi, Houman (2020) Learning dynamical systems from data: a simple cross-validation perspective arXiv; https://doi.org/10.48550/arXiv.2007.05074
Schäfer, Florian; Anandkumar, Anima et al. (2020) Competitive Mirror Descent arXiv; https://doi.org/10.48550/arXiv.2006.10179
Owhadi, Houman; Scovel, Clint et al. (2019) Kernel Mode Decomposition and programmable/interpretable regression networks arXiv; https://doi.org/10.48550/arXiv.1907.08592
Owhadi, Houman; Scovel, Clint (2017) Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis https://doi.org/10.48550/arXiv.1703.10761
Campbell, Tom; Owhadi, Houman et al. (2017) On testing the simulation theory https://doi.org/10.48550/arXiv.1703.00058 (Submitted)
Owhadi, Houman; Scovel, Clint (2015) Brittleness of Bayesian inference and new Selberg formulas https://doi.org/10.48550/arXiv.1304.7046 (Submitted)
Owhadi, Houman; Scovel, Clint (2015) Conditioning Gaussian measure on Hilbert space https://doi.org/10.48550/arXiv.1506.04208 (Submitted)
Bou-Rabee, Nawaf; Owhadi, Houman (2013) Ergodicity of Langevin Processes with Degenerate Diffusion in Momentums https://doi.org/10.48550/arXiv.0710.4259
McKerns, M.; Owhadi, H. et al. (2012) The optimal uncertainty algorithm in the mystic framework https://doi.org/10.48550/arXiv.1202.1055 (Submitted)
Owhadi, Houman; Zhang, Lei (2010) Localized bases for finite dimensional homogenization approximations with non-separated scales and high-contrast Series ACM Technical Reports, 2010-04. https://resolver.caltech.edu/CaltechAUTHORS:20111012-113719601
Sullivan, T. J.; Owhadi, H. (2010) Equivalence of concentration inequalities for linear and non-linear functions https://doi.org/10.48550/arXiv.1009.4913 (Submitted)
Owhadi, H.; Scovel, C. et al. (2010) Optimal Uncertainty Quantification Series ACM Technical Reports, 2010-03. https://doi.org/10.7907/TTW6-QD19
Tao, Molei; Owhadi, Houman et al. (2010) Temperature and Friction Accelerated Sampling of Boltzmann-Gibbs Distribution https://doi.org/10.48550/arXiv.1007.0995 (Submitted)
Tao, Molei; Owhadi, Houman et al. (2010) Structure preserving Stochastic Impulse Methods for stiff Langevin systems with a uniform global error of order 1 or 1/2 on position https://doi.org/10.48550/arXiv.1006.4657 (Submitted)
Desbrun, Mathieu; Donaldson, Roger D. et al. (2009) Discrete Geometric Structures in Homogenization and Inverse Homogenization with Application to EIT Series ACM Technical Reports, 2009-02. https://doi.org/10.7907/XR8W-EA85
Berlyand, Leonid; Owhadi, Houman (2009) Flux Norm Approach to Homogenization Problems with non-separated Scales Series ACM Technical Reports, 2009-03. https://doi.org/10.7907/T5DC-SN48
Tao, Molei; Owhadi, Houman et al. (2009) Non-intrusive and structure preserving multiscale integration of stiff ODEs, SDEs and Hamiltonian systems with hidden slow dynamics via flow averaging Series ACM Technical Reports, 2009-04. https://doi.org/10.7907/QZNP-SR14
Bou-Rabee, Nawaf; Owhadi, Houman (2007) Ballistic Transport at Uniform Temperature https://doi.org/10.48550/arXiv.0710.1565 (Submitted)
Bou-Rabee, Nawaf; Owhadi, Houman (2007) Stochastic Variational Partitioned Runge-Kutta Integrators for Constrained Systems https://doi.org/10.48550/arXiv.0709.2222 (Submitted)
Owhadi, Houman; Zhang, Lei (2005) Metric based up-scaling https://doi.org/10.48550/arXiv.0505223 (Submitted)