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09/04/2023
Generalized Information Criteria for Structured Sparse Models
Regularized m-estimators are widely used due to their ability of recover...
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12/23/2020
Machine Learning Advances for Time Series Forecasting
In this paper we survey the most recent advances in supervised machine l...
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12/19/2019
Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovations
There has been considerable advance in understanding the properties of s...
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10/10/2011
Convergence Rates for Mixture-of-Experts
In mixtures-of-experts (ME) model, where a number of submodels (experts)...
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04/29/2011