We present an algorithm based on convex optimization for constructing kernels for semi-supervised learning. The kernel matrices are derived from the spectral decomposition of grap...
Xiaojin Zhu, Jaz S. Kandola, Zoubin Ghahramani, Jo...
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
—The Amulet user interface development environment makes it easier for programmers to create highly-interactive, graphical user interface software for Unix, Windows and the Macin...
Brad A. Myers, Richard G. McDaniel, Robert C. Mill...
Abstract. Javari is an extension of Java that supports reference immutability constraints. Programmers write readonly type qualifiers and other constraints, and the Javari typechec...
Jaime Quinonez, Matthew S. Tschantz, Michael D. Er...
Applications that rely on replicated data have different requirements for how their data is managed. For example, some applications may require that updates propagate amongst repl...
Douglas B. Terry, Karin Petersen, Mike Spreitzer, ...