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.
This research tackles multiclass classification by introducing a method for label ranking.
The paper uses complex-valued functions to simplify plane differential geometry and kinematics.
Estimates mode of discrete distributions with fewer samples.
Proposes a new binary classification model inspired by fluid phase separation.
Many of the best statistical classification algorithms are binary classifiers that can only distinguish between one of two classes. The number of possible ways of generalizing binary classification to multi-class increases exponentially with the number of classes. There is some indication that the best method will depe…