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SLSFS
2005
Springer
16 years 1 months ago
Generalization Bounds for Subspace Selection and Hyperbolic PCA
We present a method which uses example pairs of equal or unequal class labels to select a subspace with near optimal metric properties in a kernel-induced Hilbert space. A represen...
Andreas Maurer
IWPEC
2004
Springer
16 years 28 days ago
Online Problems, Pathwidth, and Persistence
Abstract. We explore the effects of using graph width metrics as restrictions on the input to online problems. It seems natural to suppose that, for graphs having some form of bou...
Rodney G. Downey, Catherine McCartin
VISUALIZATION
2000
IEEE
15 years 12 months ago
Topology preserving compression of 2D vector fields
We present an algorithm for compressing 2D vector fields that preserves topology. Our approach is to simplify the given data set using constrained clustering. We employ different...
Suresh K. Lodha, Jose C. Renteria, Krishna M. Rosk...
AI
1998
Springer
15 years 11 months ago
Sequential Instance-Based Learning
This paper presents and evaluates sequential instance-based learning (SIBL), an approach to action selection based upon data gleaned from prior problem solving experiences. SIBL le...
Susan L. Epstein, Jenngang Shih
CODES
1996
IEEE
15 years 11 months ago
Partitioning and Exploration Strategies in the TOSCA Co-Design Flow
The TaSCA environment for hardware/software co-design of control dominated systems implemented on a single chip includes a novel approach to the system exploration phase for the e...
Alessandro Balboni, William Fornaciari, Donatella ...