Publications related to Method of moments (statistics)

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Convergence of adaptive algorithms for constrained weakly convex optimization

Volkan Cevher, Ahmet Alacaoglu, Yurii Malitskyi

We analyze the adaptive first order algorithm AMSGrad, for solving a constrained stochastic optimization problem with a weakly convex objective. We prove the

\tilde O(t^{-1/2})

rate of convergence for the squared norm of the gradient of Moreau envelope, ...

2021

Method of moments (statistics)

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An a posteriori error estimator for isogeometric analysis on trimmed geometries

Analysis-aware defeaturing of complex geometries

Filtered data and eigenfunction estimators for statistical inference of multiscale and interacting diffusion processes

Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells

MATHICSE Technical Report : Analysis-aware defeaturing: problem setting and a posteriori estimation

Drift Estimation of Multiscale Diffusions Based on Filtered Data

Trajectory planning under environmental uncertainty with finite-sample safety guarantees

Flow Simulation of Gas Cyclone Separator at High Reynolds Number Using theElliptic-Relaxation Hybrid LES/RANS (ER-HRL) Model

Bayesian Methods for the Identification of Distribution Networks

Convergence of adaptive algorithms for constrained weakly convex optimization

Filtered data and eigenfunction estimators for statistical inference of multiscale and interacting diffusion processes

MATHICSE Technical Report : Analysis-aware defeaturing: problem setting and a posteriori estimation

Flow Simulation of Gas Cyclone Separator at High Reynolds Number Using theElliptic-Relaxation Hybrid LES/RANS (ER-HRL) Model

Analysis-aware defeaturing of complex geometries

Drift Estimation of Multiscale Diffusions Based on Filtered Data

An a posteriori error estimator for isogeometric analysis on trimmed geometries

Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells

Trajectory planning under environmental uncertainty with finite-sample safety guarantees

Convergence of adaptive algorithms for constrained weakly convex optimization

Bayesian Methods for the Identification of Distribution Networks