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ICML
2005
IEEE
16 years 5 months ago
Analysis and extension of spectral methods for nonlinear dimensionality reduction
Many unsupervised algorithms for nonlinear dimensionality reduction, such as locally linear embedding (LLE) and Laplacian eigenmaps, are derived from the spectral decompositions o...
Fei Sha, Lawrence K. Saul
ATAL
2003
Springer
15 years 10 months ago
Autonomy and Agent Deliberation
Abstract. An important aspect of agent autonomy is the decision making capability of the agents. We discuss several issues that agents need to deliberate about in order to decide w...
Mehdi Dastani, Frank Dignum, John-Jules Ch. Meyer
TOOLS
2010
IEEE
15 years 10 months ago
Welterweight Java
This paper presents Welterweight Java (WJ), a new minimal core Java calculus intended to be a suitable starting point for investigations in the semantics of Java-like programs. To ...
Johan Östlund, Tobias Wrigstad
FPCA
1995
15 years 8 months ago
Bananas in Space: Extending Fold and Unfold to Exponential Types
Fold and unfold are general purpose functionals for processing and constructing lists. By using the categorical approach of modelling recursive datatypes as fixed points of funct...
Erik Meijer, Graham Hutton
POPL
1997
ACM
15 years 8 months ago
Infinitary Control Flow Analysis: a Collecting Semantics for Closure Analysis
Defining the collecting semantics is usually the first crucial step in adapting the general methodology of abstract interpretation to the semantic framework or programming languag...
Hanne Riis Nielson, Flemming Nielson