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» Predictive Hebbian Learning
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143
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COLT
2007
Springer
15 years 9 months ago
Multi-view Regression Via Canonical Correlation Analysis
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
Sham M. Kakade, Dean P. Foster
153
Voted
ECML
2007
Springer
15 years 9 months ago
Principal Component Analysis for Large Scale Problems with Lots of Missing Values
Abstract. Principal component analysis (PCA) is a well-known classical data analysis technique. There are a number of algorithms for solving the problem, some scaling better than o...
Tapani Raiko, Alexander Ilin, Juha Karhunen
117
Voted
HICSS
2006
IEEE
120views Biometrics» more  HICSS 2006»
15 years 9 months ago
Systems Thinking and Information Literacy: Elements of a Knowledge Enabling Workplace Environment
Dynamic technology-driven circumstances fortify academic librarians’ reconsideration of their professional purposes, processes and relationships. In response, California Polytec...
Mary M. Somerville, Anita Mirijamdotter, Lydia Col...
151
Voted
IROS
2006
IEEE
247views Robotics» more  IROS 2006»
15 years 9 months ago
Towards Open-Ended 3D Rotation and Shift Invariant Object Detection for Robot Companions
- Robot companions need to be able to constantly acquire knowledge about new objects for instance in order to detect them in the environment. This ability is necessary since it is ...
Jens Kubacki, Winfried Baum
118
Voted
ACMICEC
2006
ACM
157views ECommerce» more  ACMICEC 2006»
15 years 9 months ago
Adaptive mechanism design: a metalearning approach
Auction mechanism design has traditionally been a largely analytic process, relying on assumptions such as fully rational bidders. In practice, however, bidders often exhibit unkn...
David Pardoe, Peter Stone, Maytal Saar-Tsechansky,...