Technical Report of "Mathematical Programming for Simultaneous Feature Selection and Outlier Detection under l1 Norm" (doi:10.13130/RD_UNIMI/UA8PFI)

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Part 2: Study Description
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Document Description

Citation

Title:

Technical Report of "Mathematical Programming for Simultaneous Feature Selection and Outlier Detection under l1 Norm"

Identification Number:

doi:10.13130/RD_UNIMI/UA8PFI

Distributor:

UNIMI Dataverse

Date of Distribution:

2022-10-26

Version:

3

Bibliographic Citation:

Barbato, Michele; Ceselli, Alberto, 2022, "Technical Report of "Mathematical Programming for Simultaneous Feature Selection and Outlier Detection under l1 Norm"", https://doi.org/10.13130/RD_UNIMI/UA8PFI, UNIMI Dataverse, V3

Study Description

Citation

Title:

Technical Report of "Mathematical Programming for Simultaneous Feature Selection and Outlier Detection under l1 Norm"

Subtitle:

Outdated document

Identification Number:

doi:10.13130/RD_UNIMI/UA8PFI

Authoring Entity:

Barbato, Michele (Università degli Studi di Milano)

Ceselli, Alberto (Università degli Studi di Milano)

Distributor:

UNIMI Dataverse

Access Authority:

Barbato, Michele

Depositor:

Barbato, Michele

Date of Deposit:

2022-10-25

Holdings Information:

https://doi.org/10.13130/RD_UNIMI/UA8PFI

Study Scope

Keywords:

Computer and Information Science, Data Science, Robust sparse regression, Least absolute deviation, Mixed-integer programming

Abstract:

Technical Report of "Mathematical Programming for Simultaneous Feature Selection and Outlier Detection under l1 Norm". Broad experimental campaign. Due to a new implementation, the reported results are outdated. The new results can be found on: https://doi.org/10.13130/RD_UNIMI/LZA4F8

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Bibliographic Citation:

(preprint) Barbato, M., & Ceselli, A. Mathematical Programming for Simultaneous Feature Selection and Outlier Detection under l1 Norm. https://homes.di.unimi.it/barbato/pdf/papers/bso_ejor.pdf

Other Study-Related Materials

Label:

Technical_Report_of_Best_Subset_Selection_with_Outliers__EJOR_2nd_submission_.pdf

Text:

Companion technical report of the manuscript "Mathematical Programming for Simultaneous Feature Selection and Outlier Detection under l1 Norm"

Notes:

application/pdf