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Researcher

Matthew Fahrbach

Research Scientist at Google Research

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Matthew Fahrbach is a researcher whose interests include algorithms, discrete mathematics, machine learning, and optimization.

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Google Introduces GIST, a Provable Smart-Sampling Algorithm Balancing Data Diversity and Utility for Large Datasets
GoogleannouncementpositiveJan 26, 2026

Google introduced GIST, a provably-efficient algorithm that balances data diversity and utility for subset selection in large datasets, outperforming state-of-the-art benchmarks on image classification tasks.

“Co-introduced GIST algorithm at NeurIPS 2025 for balancing data diversity and utility in machine learning datasets.”

AI ResearchFoundation ModelsMachine LearningData Efficiency