2 papers
cs.LG2025
GeoAdaLer: Geometric Insights into Adaptive Stochastic Gradient Descent Algorithms
Chinedu Eleh, Masuzyo Mwanza, Ekene Aguegboh +1
The Adam optimization method has achieved remarkable success in addressing contemporary challenges in stochastic optimization. This method falls within the realm of adaptive sub-gr…
astro-ph.IM2024
Stellar Blend Image Classification Using Computationally Efficient Gaussian Processes
Chinedu Eleh, Yunli Zhang, Rafael Bidese +4
Stellar blends, where two or more stars appear blended in an image, pose a significant visualization challenge in astronomy. Traditionally, distinguishing these blends from single…