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.
Improved ITL descriptors using explicit inner product spaces for scalable systems.
A new boosting method reduces overfitting and negative transfer in transfer learning.
Comparing with traditional learning criteria, such as mean square error (MSE), the minimum error entropy (MEE) criterion is superior in nonlinear and non-Gaussian signal processing and machine learning. The argument of the logarithm in Renyis entropy estimator, called information potential (IP), is a popular MEE cost i…
On Jan. 1, 1999 the European Union introduced a common currency Euro (), to become the legal currency in all eleven countries which form the . In order to test the behavior and understand various features, the exchange rate is artificially extrapolated back to 1993 by a linear superposition of the…
New approach to continual learning prioritizes adaptation over retention.