Sentence examples for saddle points from inspiring English sources

Arriving at approximate local optima (escaping saddle points).

How to escape saddle points efficiently by Jin et al. by Chi Jin and Mike Jordan.

A climbing image nudged elastic band method for finding saddle points and minimum energy paths.

False convergence or convergence to trivial roots or saddle points frequently occurs.

This paper considers the dynamic mechanisms under which such transitions (typically via saddle points) occur.

The saddle points of the corresponding mixed enlarged game yield robust network designs.

The transition state ensembles do not correspond with saddle points in the equilibrium free-energy landscapes.

The results indicate that there exist two limit points and neutral saddle points.

When all saddle points are non-degenerate, all second-order stationary points are local minima, and our result thus shows that perturbed gradient descent can escape saddle points almost for free.

Previous theoretical work on deep learning and neural network optimization tend to focus on avoiding saddle points and local minima.

In 2005, a minimax characterization for nonsmooth saddle points in Banach spaces was presented by Yao and Zhou.