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ICGI
2010
Springer
15 years 2 months ago
Learning PDFA with Asynchronous Transitions
In this paper we extend the PAC learning algorithm due to Clark and Thollard for learning distributions generated by PDFA to automata whose transitions may take varying time length...
Borja Balle, Jorge Castro, Ricard Gavaldà
ICRA
2010
IEEE
151views Robotics» more  ICRA 2010»
15 years 2 months ago
Probabilistic target detection by camera-equipped UAVs
— This paper is motivated by the real world problem of search and rescue by unmanned aerial vehicles (UAVs). We consider the problem of tracking a static target from a bird’sey...
Andrew Colquhoun Symington, Sonia Waharte, Simon J...
ML
2008
ACM
110views Machine Learning» more  ML 2008»
15 years 2 months ago
A theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum, Nathan Srebro
ITIIS
2010
240views more  ITIIS 2010»
15 years 2 months ago
Super-Resolution Iris Image Restoration using Single Image for Iris Recognition
Iris recognition is a biometric technique which uses unique iris patterns between the pupil and sclera. The advantage of iris recognition lies in high recognition accuracy; howeve...
Kwang Yong Shin, Byung Jun Kang, Kang Ryoung Park
JCS
2010
104views more  JCS 2010»
15 years 2 months ago
Finding the PKI needles in the Internet haystack
Public-key cryptography can uniquely enable trust within distributed settings. Employing it usually requires deploying a set of tools and services collectively known as a public k...
Massimiliano Pala, Sean W. Smith