Search Results for author: Alexander G. Ioannidis

Found 3 papers, 2 papers with code

HyperFast: Instant Classification for Tabular Data

1 code implementation22 Feb 2024 David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis

Training deep learning models and performing hyperparameter tuning can be computationally demanding and time-consuming.

AutoML Classification

Adversarial Learning for Feature Shift Detection and Correction

1 code implementation NeurIPS 2023 Miriam Barrabes, Daniel Mas Montserrat, Margarita Geleta, Xavier Giro-i-Nieto, Alexander G. Ioannidis

Data shift is a phenomenon present in many real-world applications, and while there are multiple methods attempting to detect shifts, the task of localizing and correcting the features originating such shifts has not been studied in depth.

Ancestry-specific analyses of genome-wide data confirm the settlement sequence of Polynesia

no code implementations6 Dec 2022 Alexander G. Ioannidis, Javier Blanco-Portillo, Erika Hagelberg, Juan Esteban Rodríguez-Rodríguez, Keolu Fox, Adrian V. S. Hill, Carlos D. Bustamante, Marcus W. Feldman, Alexander J. Mentzer, Andrés Moreno-Estrada

By demonstrating the role that historical population replacements and waves of admixture have played around the world, the genetics work of Reich and colleagues has provided a paradigm for understanding human history [Reich et al. 2009; Reich et al. 2012; Patterson et al. 2012].

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