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Kartheek Reddy Bondugula

PhD Student

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M +34 946 567 842
F +34 946 567 842
E kbondugula@bcamath.org

Information of interest

Research Technician at BCAM

  • Efficient Learning of Minimax Risk Classifiers in High Dimensions 

    Bondugula, K.R.Autoridad BCAM; Mazuelas, S.Autoridad BCAM; Pérez, A.Autoridad BCAM (2023-08-01)
    High-dimensional data is common in multiple areas, such as health care and genomics, where the number of features can be tens of thousands. In such scenarios, the large number of features often leads to inefficient ...

Más información

MRCpy: a library for Minimax Risk Classifiers 

MRCpy library implements minimax risk classifiers (MRCs) that are based on robust risk minimization and can utilize 0-1-loss.

Authors: Kartheek Reddy, Claudia Guerrero, Aritz Perez, Santiago Mazuelas

License: free and open source software

Efficient learning algorithm for Minimax Risk Classifiers (MRCs) in high dimensions

This repository provides efficient learning algorithm for Minimax Risk Classifiers (MRCs) in high dimensions. The presented algorithm utilizes the constraint generation approach for the MRC linear program. 

Authors: Kartheek Reddy

License: free and open source software