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ECAI
2010
Springer
15 years 4 months ago
Learning Aggregation Functions for Expert Search
Abstract. Machine learning techniques are increasingly being applied to problems in the domain of information retrieval and text mining. In this paper we present an application of ...
Ronan Cummins, Mounia Lalmas, Colm O'Riordan
128
Voted
ICML
2010
IEEE
15 years 4 months ago
Simple and Efficient Multiple Kernel Learning by Group Lasso
We consider the problem of how to improve the efficiency of Multiple Kernel Learning (MKL). In literature, MKL is often solved by an alternating approach: (1) the minimization of ...
Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, Mic...
138
Voted

Publication
241views
15 years 4 months ago
Fast and Automatic Object Pose Estimation for Range Images on the GPU
We present a pose estimation method for rigid objects from single range images. Using 3D models of the objects, many pose hypotheses are compared in a data-parallel version of t...
In Kyu Park, Marcel Germann, Michael D. Breitenste...
138
Voted
ARC
2010
Springer
183views Hardware» more  ARC 2010»
15 years 3 months ago
Integrated Design Environment for Reconfigurable HPC
Using FPGAs to accelerate High Performance Computing (HPC) applications is attractive, but has a huge associated cost: the time spent, not for developing efficient FPGA code but fo...
Lilian Janin, Shoujie Li, Doug Edwards
CCS
2010
ACM
15 years 3 months ago
Input generation via decomposition and re-stitching: finding bugs in Malware
Attackers often take advantage of vulnerabilities in benign software, and the authors of benign software must search their code for bugs in hopes of finding vulnerabilities before...
Juan Caballero, Pongsin Poosankam, Stephen McCaman...
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