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ICASSP
2010
IEEE
13 years 9 months ago
Acceleration of sequence kernel computation for real-time speaker identification
The sequence kernel has been shown to be a promising kernel function for learning from sequential data such as speech and DNA. However, it is not scalable to massive datasets due ...
Makoto Yamada, Masashi Sugiyama, Gordon Wichern, T...
CORR
2010
Springer
122views Education» more  CORR 2010»
13 years 9 months ago
Open-Ended Evolutionary Robotics: an Information Theoretic Approach
This paper is concerned with designing self-driven fitness functions for Embedded Evolutionary Robotics. The proposed approach considers the entropy of the sensori-motor stream gen...
Pierre Delarboulas, Marc Schoenauer, Michèl...
DSS
2008
102views more  DSS 2008»
13 years 9 months ago
Diagnosing decision quality
Human decision making is error-prone and often subject to biases. Important information cues are misweighted and feedback delays hamper learning. Experimentally, task information ...
Michael J. Davern, Ravi Mantena, Edward A. Stohr
AIM
2006
13 years 9 months ago
The Pyro Toolkit for AI and Robotics
This article introduces Pyro, an open source python robotics toolkit for exploring topics in AI and robotics. nt key abstractions that allow Pyro controllers to run unchanged on a...
Douglas S. Blank, Deepak Kumar, Lisa Meeden, Holly...
ISI
2006
Springer
13 years 9 months ago
Analyzing Entities and Topics in News Articles Using Statistical Topic Models
Statistical language models can learn relationships between topics discussed in a document collection and persons, organizations and places mentioned in each document. We present a...
David Newman, Chaitanya Chemudugunta, Padhraic Smy...