Hamze Bajgiran, Hamed; Owhadi, Houman (2021) Aggregation of Pareto optimal models arXiv;

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;

Hamze Bajgiran, Hamed; Owhadi, Houman (2021) Aggregation of Models, Choices, Beliefs, and Preferences arXiv;

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;

Tavallali, Peyman; Hamze Bajgiran, Hamed et al. (2021) Decision Theoretic Bootstrapping arXiv; (Submitted)

Hamzi, Boumediene; Maulik, Romit et al. (2021) Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods arXiv;

Owhadi, Houman (2020) Do ideas have shape? Plato's theory of forms as the continuous limit of artificial neural networks arXiv;

Hamzi, Boumediene; Owhadi, Houman (2020) Learning dynamical systems from data: a simple cross-validation perspective arXiv;

Schäfer, Florian; Anandkumar, Anima et al. (2020) Competitive Mirror Descent arXiv;

Owhadi, Houman; Scovel, Clint et al. (2019) Kernel Mode Decomposition and programmable/interpretable regression networks arXiv;

Owhadi, Houman; Scovel, Clint (2017) Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis

Campbell, Tom; Owhadi, Houman et al. (2017) On testing the simulation theory (Submitted)

Owhadi, Houman; Scovel, Clint (2015) Brittleness of Bayesian inference and new Selberg formulas (Submitted)

Owhadi, Houman; Scovel, Clint (2015) Conditioning Gaussian measure on Hilbert space (Submitted)

Bou-Rabee, Nawaf; Owhadi, Houman (2013) Ergodicity of Langevin Processes with Degenerate Diffusion in Momentums

McKerns, M.; Owhadi, H. et al. (2012) The optimal uncertainty algorithm in the mystic framework (Submitted)

Owhadi, Houman; Zhang, Lei (2010) Localized bases for finite dimensional homogenization approximations with non-separated scales and high-contrast Series.ACM Technical Reports; No. 2010-04;

Sullivan, T. J.; Owhadi, H. (2010) Equivalence of concentration inequalities for linear and non-linear functions (Submitted)

Owhadi, H.; Scovel, C. et al. (2010) Optimal Uncertainty Quantification Series.ACM Technical Reports; No. 2010-03;

Tao, Molei; Owhadi, Houman et al. (2010) Temperature and Friction Accelerated Sampling of Boltzmann-Gibbs Distribution (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 (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; No. 2009-02;

Berlyand, Leonid; Owhadi, Houman (2009) Flux Norm Approach to Homogenization Problems with non-separated Scales Series.ACM Technical Reports; No. 2009-03;

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; No. 2009-04;

Bou-Rabee, Nawaf; Owhadi, Houman (2007) Ballistic Transport at Uniform Temperature (Submitted)

Bou-Rabee, Nawaf; Owhadi, Houman (2007) Stochastic Variational Partitioned Runge-Kutta Integrators for Constrained Systems (Submitted)

Owhadi, Houman; Zhang, Lei (2005) Metric based up-scaling (Submitted)