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» Kernels for Semi-Structured Data
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76
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SAC
2005
ACM
15 years 6 months ago
Avoiding data conversions in embedded media processors
Complex application-specific media instructions and kernels are emulated with simple to implement extended subword instructions. We show that assuming extended register file ent...
Ben H. H. Juurlink, Asadollah Shahbahrami, Stamati...
116
Voted
ICCV
2005
IEEE
16 years 2 months ago
Neighborhood Preserving Embedding
Recently there has been a lot of interest in geometrically motivated approaches to data analysis in high dimensional spaces. We consider the case where data is drawn from sampling...
Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zha...
87
Voted
NIPS
2004
15 years 2 months ago
Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation
An analog system-on-chip for kernel-based pattern classification and sequence estimation is presented. State transition probabilities conditioned on input data are generated by an...
Shantanu Chakrabartty, Gert Cauwenberghs
103
Voted
NIPS
2004
15 years 2 months ago
Supervised Graph Inference
We formulate the problem of graph inference where part of the graph is known as a supervised learning problem, and propose an algorithm to solve it. The method involves the learni...
Jean-Philippe Vert, Yoshihiro Yamanishi
84
Voted
RTDB
1996
82views more  RTDB 1996»
15 years 2 months ago
Lock-Free Transactions for Real-Time Systems
We show that previous algorithmic and scheduling work concerning the use of lock-free objects in hard real-timesystems can be extended to support real-time transactions on memory-...
James H. Anderson, Srikanth Ramamurthy, Mark Moir,...