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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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2 results for “maxitive”

Maxitive Donsker-Varadhan Formulation for Possibilistic Variational Inferencestat.ML

Develops possibilistic VI using maxitive Donsker-Varadhan formulation.

problem Adapting VI to possibilistic framework to handle uncertainty.

method Maxitive Donsker-Varadhan formulation for possibilistic VI.

result CBOpt optimizers achieve competitive performance in image classification.

possibilistic VI maxitive Donsker-Varadhan exponential-family CBOpt

2025-11-26abs ↗pdf ↗

Machine Learning with the Sugeno Integral: The Case of Binary Classificationcs.LG

Paper uses Sugeno integral for binary classification with ordinal data.

problem Learning from ordinal data in machine learning.

method Proposes a method using the Sugeno integral for binary classification, transforming feature values into local evaluations and tuning a threshold.

result Generalizes approach to

k

-maxitive capacities to control classifier flexibility and prevent overfitting.

Sugeno integral binary classification ordinal data machine learning linear programming

2020-07-06abs ↗pdf ↗