The trasgoDP framework provides an open-source Python toolkit to release noised tabular microdata by implementing local ...

A new open-source tool called RandomFuzzyRules replaces evolutionary search with random sampling to find compact, ...

NVIDIA has released Kumo Tabular, a new family of tabular foundation models (TFMs) for classification and regression. If you have followed TabPFN or TabICL, the setup will look familiar. The model ...

Abstract: The tabular form constitutes the standard way of representing data in relational database systems and spreadsheets. But, similarly to other forms, tabular data suffers from class imbalance, ...

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Quota sampling is a non-probability sampling method in which a researcher divides a population into subgroups defined by one or more characteristics (age, sex, occupation, region, and similar traits ...

Snowball sampling (also called chain-referral sampling) is a non-probability sampling method in which existing study participants recruit future participants from among their own acquaintances. A ...

Decades ago, Paul Erdős used randomness to illuminate the vast and weird world of networks. Now mathematicians are making his technique even more powerful. Click to tell Google to prioritize Quanta ...

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Repository for the master's thesis "Bootstrap-Weighted Oblique Random Forest" by Chung-Yuan Yu (Arizona State University) and a forthcoming peer-reviewed paper extension. BWORF is a tree-based ...

Dr. Weatherby is the director of the Digital Theory Lab at New York University. Dr. Recht is a professor of electrical engineering and computer sciences at the University of California, Berkeley. See ...

A bank denies your loan. The decision came from a gradient boosted model with 500 trees. You're owed an explanation, legally, ethically, and practically. The EU AI Act imposes transparency and ...