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Patching large missing gaps of dissolved oxygen data in an intermittent stream: comparison of interpolation techniques, including machine learning models

Publications associées (54)

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Sparsistency of $\ell_1$-Regularized $M$-Estimators

Volkan Cevher, Jonathan Mark Scarlett, Yen-Huan Li

We consider the model selection consistency or sparsistency of a broad set of

\ell_1

-regularized

M

-estimators for linear and non-linear statistical models in a unified fashion. For this purpose, we propose the local structured smoothness condition (LSS ...

2015

Patching large missing gaps of dissolved oxygen data in an intermittent stream: comparison of interpolation techniques, including machine learning models

Graph Chatbot

Chattez avec Graph Search

Model selection for partial least squares calibration and implications for analysis of atmospheric organic aerosol samples with mid-infrared spectroscopy

A New Analytical Model for the Prediction of Stream Temperature in Ungauged Basins

Reconstruction of Finite Rate of Innovation Signals with Model-Fitting Approach

Calibration of optical tweezers with non-spherical probes via high-resolution detection of Brownian motion

A Bayesian Approach for Pervasive Estimation of Breaststroke Velocity Using a Wearable IMU

Sparsistency of $\ell_1$-Regularized $M$-Estimators

Finite element modeling of the WC-10 wt.% Co thermal stresses: Build-up and phase specific strain response during cyclic loading

Can Multi-Channel FID Navigators Quantify Head Motion?

Semi-Supervised Novelty Detection using SVM entire solution path

Analysis of linearization error for goal-oriented adaptivity of nonlinear problems

Model selection for partial least squares calibration and implications for analysis of atmospheric organic aerosol samples with mid-infrared spectroscopy

A New Analytical Model for the Prediction of Stream Temperature in Ungauged Basins

Calibration of optical tweezers with non-spherical probes via high-resolution detection of Brownian motion

Finite element modeling of the WC-10 wt.% Co thermal stresses: Build-up and phase specific strain response during cyclic loading

A Bayesian Approach for Pervasive Estimation of Breaststroke Velocity Using a Wearable IMU

Semi-Supervised Novelty Detection using SVM entire solution path

Can Multi-Channel FID Navigators Quantify Head Motion?

Analysis of linearization error for goal-oriented adaptivity of nonlinear problems

Reconstruction of Finite Rate of Innovation Signals with Model-Fitting Approach

Sparsistency of $\ell_1$-Regularized $M$-Estimators