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ICML
2007
IEEE
16 years 4 months ago
Map building without localization by dimensionality reduction techniques
This paper proposes a new map building framework for mobile robot named Localization-Free Mapping by Dimensionality Reduction (LFMDR). In this framework, the robot map building is...
Takehisa Yairi
ICML
2001
IEEE
16 years 4 months ago
Toward Optimal Active Learning through Sampling Estimation of Error Reduction
This paper presents an active learning method that directly optimizes expected future error. This is in contrast to many other popular techniques that instead aim to reduce versio...
Nicholas Roy, Andrew McCallum
ISCAS
2006
IEEE
99views Hardware» more  ISCAS 2006»
15 years 9 months ago
MIMO interconnects order reductions by using the global Arnoldi algorithm
— We propose the global Arnoldi algorithm for MIMO RLCG interconnect model order reductions. This algorithm is an extension of the standard Arnoldi algorithm for systems with mul...
Ming-Hong Lai, Chia-Chi Chu, Wu-Shiung Feng
CONTEXT
2005
Springer
15 years 9 months ago
'I' as a Pure Indexical and Metonymy as Language Reduction
Most direct reference theorists believe that ‘I’ is a pure indexical. This means that when ‘I’ is uttered, it contributes with the speaker to what is said. But, from some c...
Esther Romero, Belén Soria
TNN
2008
129views more  TNN 2008»
15 years 3 months ago
Data Visualization and Dimensionality Reduction Using Kernel Maps With a Reference Point
In this paper, a new kernel-based method for data visualization and dimensionality reduction is proposed. A reference point is considered corresponding to additional constraints ta...
Johan A. K. Suykens