Search Results for author: Gustavo Stolovitzky

Found 3 papers, 1 papers with code

AI Competitions and Benchmarks: The life cycle of challenges and benchmarks

no code implementations8 Dec 2023 Gustavo Stolovitzky, Julio Saez-Rodriguez, Julie Bletz, Jacob Albrecht, Gaia Andreoletti, James C. Costello, Paul Boutros

Data Science research is undergoing a revolution fueled by the transformative power of technology, the Internet, and an ever increasing computational capacity.

Unsupervised Evaluation and Weighted Aggregation of Ranked Predictions

2 code implementations13 Feb 2018 Mehmet Eren Ahsen, Robert Vogel, Gustavo Stolovitzky

Learning algorithms that aggregate predictions from an ensemble of diverse base classifiers consistently outperform individual methods.

Binary Classification Ensemble Learning +1

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