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ICPR
2006
IEEE
16 years 7 months ago
Competitive Mixtures of Simple Neurons
We propose a competitive finite mixture of neurons (or perceptrons) for solving binary classification problems. Our classifier includes a prior for the weights between different n...
Karthik Sridharan, Matthew J. Beal, Venu Govindara...
ICML
2006
IEEE
16 years 7 months ago
Nonstationary kernel combination
The power and popularity of kernel methods stem in part from their ability to handle diverse forms of structured inputs, including vectors, graphs and strings. Recently, several m...
Darrin P. Lewis, Tony Jebara, William Stafford Nob...
CHI
2009
ACM
16 years 7 months ago
EnsembleMatrix: interactive visualization to support machine learning with multiple classifiers
Machine learning is an increasingly used computational tool within human-computer interaction research. While most researchers currently utilize an iterative approach to refining ...
Justin Talbot, Bongshin Lee, Ashish Kapoor, Desney...
VLSID
2001
IEEE
129views VLSI» more  VLSID 2001»
16 years 7 months ago
Design Of Provably Correct Storage Arrays
In this paper we describe a hardware design method for memory and register arrays that allows the application of formal equivalence checking for comparing a high-level register tr...
Rajiv V. Joshi, Wei Hwang, Andreas Kuehlmann
SIGMOD
2005
ACM
141views Database» more  SIGMOD 2005»
16 years 6 months ago
Integrating databases and workflow systems
There has been an information explosion in fields of science such as high energy physics, astronomy, environmental sciences and biology. There is a critical need for automated sys...
Srinath Shankar, Ameet Kini, David J. DeWitt, Jeff...