Publications de Yen-Huan Li | EPFL Graph Search

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

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

Yen-Huan Li

Graph Chatbot

Chattez avec Graph Search

A Geometric View on Constrained M-Estimators

What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid

Composite convex minimization involving self-concordant-like cost functions

What’s the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid

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

Consistency of $\ell_1$-Regularized Maximum-Likelihood for Compressive Poisson Regression

High-efficiency and stable quasi-solid-state dye-sensitized solar cell based on low molecular mass organogelator electrolyte

Barrier Smoothing for Nonsmooth Convex Minimization

Composite convex minimization involving self-concordant-like cost functions

Barrier Smoothing for Nonsmooth Convex Minimization

What’s the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid

What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid

Consistency of $\ell_1$-Regularized Maximum-Likelihood for Compressive Poisson Regression

A Geometric View on Constrained M-Estimators

High-efficiency and stable quasi-solid-state dye-sensitized solar cell based on low molecular mass organogelator electrolyte

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