1 code implementation • 11 Nov 2022 • Colin Ponce, Ruipeng Li, Christina Mao, Panayot Vassilevski
A common challenge in regression is that for many problems, the degrees of freedom required for a high-quality solution also allows for overfitting.
1 code implementation • 10 Apr 2020 • Yu-Ying Liu, Colin Ponce, Steven L. Brunton, J. Nathan Kutz
The performance gains of this adaptive multiscale architecture are illustrated through a sequence of numerical experiments on synthetic examples and real-world spatial-temporal data.
1 code implementation • 2012 IEEE International Conference on Robotics and Automation 2012 • Jaeyong Sung, Colin Ponce, Bart Selman, Ashutosh Saxena
Being able to detect and recognize human activities is essential for several applications, including personal assistive robotics.