Identifying companies with similar profiles is a core task in finance wi...
Mutual fund categorization has become a standard tool for the investment...
Understanding non-linear relationships among financial instruments has
v...
Categorization of mutual funds or Exchange-Traded-funds (ETFs) have long...
Modeling investor behavior is crucial to identifying behavioral coaching...
Identifying similar mutual funds with respect to the underlying portfoli...
Parameterized systems of polynomial equations arise in many applications...
Given the surge in popularity of mutual funds (including exchange-traded...
We examine the relationship between the energy landscape of neural netwo...
By using the viewpoint of modern computational algebraic geometry, we ex...
Training an artificial neural network involves an optimization process o...
Machine learning techniques are being increasingly used as flexible
non-...
Belief propagation (BP) is an iterative method to perform approximate
in...
Function optimization and finding simultaneous solutions of a system of
...