Abstract: This paper studies kernel PCA in a decentralized setting, where data are distributively observed with full features in local nodes, and a fusion center is prohibited. Compared with linear ...

Dimensionality reduction techniques like PCA work wonderfully when datasets are linearly separable—but they break down the moment nonlinear patterns appear. That’s exactly what happens with datasets ...

Alabama families can again apply to get up to $7,000 toward private school or home school expenses for the 2026-27 school year. The CHOOSE Act, passed in 2024, created a new school choice program and ...

The VACC Open OnDemand instance offers several choices of Python to choose from. The Anaconda distribution(s) with over 250 installed packages will cover most common scenarios except some specialized ...

The VACC Open OnDemand instance offers several choices of Python to choose from. The Anaconda distribution(s) with over 250 installed packages will cover most common scenarios except some specialized ...

For the first time in Texas history, high school seniors can apply to any public state college or university without paying application fees during Free College Application Week, a new initiative that ...

New Yorkers looking to further their educations will be able to apply to nearly 130 colleges and universities this month free of charge. On Monday, Gov. Kathy Hochul announced the start of New York ...