Measuring the Stability of Feature Selection with Applications to Ensemble Methods. - Sarah Nogueira; Gavin Brown 001 (MCS, 2015)

Measuring the Stability of Feature Selection. - Sarah Nogueira; Gavin Brown 001 (ECML/PKDD (2), 2016)

On the Use of Spearman's Rho to Measure the Stability of Feature Rankings. - Sarah Nogueira; Konstantinos Sechidis; Gavin Brown 001 (IbPRIA, 2017)

On the Stability of Feature Selection Algorithms. - Sarah Nogueira; Konstantinos Sechidis; Gavin Brown 001 (J. Mach. Learn. Res., 2017)

Quantifying the stability of feature selection. - Sarah Nogueira (2018)

On the Stability of Feature Selection in the Presence of Feature Correlations. - Konstantinos Sechidis; Konstantinos Papangelou; Sarah Nogueira; James Weatherall; Gavin Brown 001 (ECML/PKDD (1), 2019)

CriteoPrivateAd: A Real-World Bidding Dataset to Design Private Advertising Systems. - Mehdi Sebbar; Corentin Odic; Mathieu Léchine; Aloïs Bissuel; Nicolas Chrysanthos; Anthony D'Amato; Alexandre Gilotte; Fabian Höring; Sarah Nogueira; Maxime Vono (CoRR, 2025)