2 papers
cs.LG2025
Generating Poisoning Attacks against Ridge Regression Models with Categorical Features
Monse Guedes-Ayala, Lars Schewe, Zeynep Suvak +1
Machine Learning (ML) models have become a very powerful tool to extract information from large datasets and use it to make accurate predictions and automated decisions. However, M…
math.OC2024
Sparse Sub-gaussian Random Projections for Semidefinite Programming Relaxations
Monse Guedes-Ayala, Pierre-Louis Poirion, Lars Schewe +1
Random projection, a dimensionality reduction technique, has been found useful in recent years for reducing the size of optimization problems. In this paper, we explore the use of…