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ASAP
2007
IEEE
97views Hardware» more  ASAP 2007»
13 years 11 months ago
FPGA-Based Efficient Design Approach for Large-Size Two's Complement Squarers
This paper presents an optimized design approach of two’s complement large-size squarers using embedded multipliers in FPGAs. The realization is based on BaughWooley’s algorit...
Shuli Gao, Noureddine Chabini, Dhamin Al-Khalili, ...
OWLED
2008
13 years 11 months ago
HermiT: A Highly-Efficient OWL Reasoner
Abstract. HermiT is a new OWL reasoner based on a novel "hypertableau" calculus. The new calculus addresses performance problems due to nondeterminism and model size--the...
Rob Shearer, Boris Motik, Ian Horrocks
AAAI
2006
13 years 11 months ago
An Efficient Algorithm for Local Distance Metric Learning
Learning application-specific distance metrics from labeled data is critical for both statistical classification and information retrieval. Most of the earlier work in this area h...
Liu Yang, Rong Jin, Rahul Sukthankar, Yi Liu
ECAI
2010
Springer
13 years 11 months ago
EP for Efficient Stochastic Control with Obstacles
Abstract. We address the problem of continuous stochastic optimal control in the presence of hard obstacles. Due to the non-smooth character of the obstacles, the traditional appro...
Thomas Mensink, Jakob J. Verbeek, Bert Kappen
ICML
2010
IEEE
13 years 11 months ago
Learning Efficiently with Approximate Inference via Dual Losses
Many structured prediction tasks involve complex models where inference is computationally intractable, but where it can be well approximated using a linear programming relaxation...
Ofer Meshi, David Sontag, Tommi Jaakkola, Amir Glo...