2 papers
math.OC2024
Sequential subspace methods on Stiefel manifold optimization
Pengwen Chen, Chung-Kuan Cheng, Chester Holtz
We investigate the minimization of a quadratic function over Stiefel manifolds (the set of all orthogonal - frames in ), which has applications in high-dimensional…
cs.LG2024
On Robustness and Generalization of ML-Based Congestion Predictors to Valid and Imperceptible Perturbations
Chester Holtz, Yucheng Wang, Chung-Kuan Cheng +1
There is substantial interest in the use of machine learning (ML)-based techniques throughout the electronic computer-aided design (CAD) flow, particularly methods based on deep le…