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AAAI
2000
13 years 11 months ago
Modeling Classification and Inference Learning
Human categorization research is dominated by work in classification learning. The field may be in danger of equating the classification learning paradigm with the more general ph...
Bradley C. Love, Arthur B. Markman, Takashi Yamauc...
UAI
2003
13 years 11 months ago
Markov Random Walk Representations with Continuous Distributions
We propose a framework to extend Markov random walks (Szummer and Jaakkola, 2001) to a continuum of points. In this framework, the transition probability between two points is the...
Chen-Hsiang Yeang, Martin Szummer
DELOS
2000
13 years 11 months ago
Serendipitous Information Retrieval
The acquisition of information is generally thought to be deliberately sought using a search or query mechanism or by browsing or scanning an information space. People, however, f...
Elaine G. Toms
NIPS
1990
13 years 10 months ago
Convergence of a Neural Network Classifier
In this paper, we show that the LVQ learning algorithm converges to locally asymptotic stable equilibria of an ordinary differential equation. We show that the learning algorithm ...
John S. Baras, Anthony LaVigna
WCE
2007
13 years 10 months ago
The Jacobi Method in Reconfigurable Hardware
—Linear equations provide useful tools for understanding the behavior of a wide variety of phenomena— from science and engineering to social sciences. A number of techniques ha...
Safaa J. Kasbah, Issam W. Damaj