20 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
HomOpt: A Homotopy-Based Hyperparameter Optimization Method
Sophia J. Abraham, Kehelwala D. G. Maduranga, Jeffery Kinnison +3
Machine learning has achieved remarkable success over the past couple of decades, often attributed to a combination of algorithmic innovations and the availability of high-quality…
cond-mat.stat-mech2014★ 20 cited
Communication: Newton homotopies for sampling stationary points of potential energy landscapes
Dhagash Mehta, Tianran Chen, Jonathan D Hauenstein +1
One of the most challenging and frequently arising problems in many areas of science is to find solutions of a system of multivariate nonlinear equations. There are several numeric…