We have recently proposed an EM-style algorithm to optimize log-linear models with hidden variables. In this paper, we use this algorithm to optimize a hidden conditional random ļ...
Georg Heigold, Stefan Hahn, Patrick Lehnen, Herman...
This paper presents a methodology to develop recursive ļ¬lters in reproducing kernel Hilbert spaces (RKHS). Unlike previous approaches that exploit the kernel trick on ļ¬ltered ...
Devis Tuia, Gustavo Camps-Valls, Manel Martí...
A student is said to have committed a careless error when a studentās answer is wrong despite the fact that he or she knows the answer (Clements, 1982). In this paper, educationa...
Maria Ofelia Clarissa Z. San Pedro, Ryan Shaun Joa...
The increasing aging population has inspired many machine learning researchers to ļ¬nd innovative solutions for assisted living. A problem often encountered in assisted living set...
Abstract. Systems for keyword and non-linguistic vocalization detection in conversational agent applications need to be robust with respect to background noise and diļ¬erent speak...