Publications associées à Generalization error

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Estimation Error of the Constrained Lasso

Volkan Cevher, Yen-Huan Li, Ya-Ping Hsieh, Nissim Zerbib

This paper presents a non-asymptotic upper bound for the estimation error of the constrained lasso, under the high-dimensional (

n \ll p

) setting. In contrast to existing results, the error bound in this paper is sharp, is valid when the parameter to be e ...

2016

Generalization error

Graph Chatbot

Chattez avec Graph Search

Structured Dimensionality Reduction for Additive Model Regression

Ask Erno: a self-learning tool for assignment and prediction of nuclear magnetic resonance spectra

Estimation Error of the Constrained Lasso

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

A statistical shape model of the human second cervical vertebra

Distributed Policy Evaluation Under Multiple Behavior Strategies

Beyond Knowledge Tracing. Modeling Skill Topologies with Bayesian Networks

A Probabilistic Approach to Mining Mobile Phone Data Sequences

A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs

Stability and Hypothesis Transfer Learning

A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs

Beyond Knowledge Tracing. Modeling Skill Topologies with Bayesian Networks

Stability and Hypothesis Transfer Learning

Ask Erno: a self-learning tool for assignment and prediction of nuclear magnetic resonance spectra

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

Structured Dimensionality Reduction for Additive Model Regression

A statistical shape model of the human second cervical vertebra

A Probabilistic Approach to Mining Mobile Phone Data Sequences

Estimation Error of the Constrained Lasso

Distributed Policy Evaluation Under Multiple Behavior Strategies