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FOCS
2006
IEEE
14 years 5 months ago
Hardness of Learning Halfspaces with Noise
Learning an unknown halfspace (also called a perceptron) from labeled examples is one of the classic problems in machine learning. In the noise-free case, when a halfspace consist...
Venkatesan Guruswami, Prasad Raghavendra
IROS
2006
IEEE
107views Robotics» more  IROS 2006»
14 years 5 months ago
Learning Sensory-Motor Maps for Redundant Robots
— Humanoid robots are routinely engaged in tasks requiring the coordination between multiple degrees of freedom and sensory inputs, often achieved through the use of sensorymotor...
Manuel Lopes, José Santos-Victor
ISQED
2006
IEEE
124views Hardware» more  ISQED 2006»
14 years 5 months ago
DFM Metrics for Standard Cells
Design for Manufacturability (DFM) is becoming increasingly important as process geometries shrink. Conventional design rule pass/fail is not adequate to quantify DFM compliance. ...
Robert C. Aitken
MICRO
2006
IEEE
145views Hardware» more  MICRO 2006»
14 years 5 months ago
ASR: Adaptive Selective Replication for CMP Caches
The large working sets of commercial and scientific workloads stress the L2 caches of Chip Multiprocessors (CMPs). Some CMPs use a shared L2 cache to maximize the on-chip cache c...
Bradford M. Beckmann, Michael R. Marty, David A. W...
ICCV
2005
IEEE
14 years 4 months ago
Mutual Information-Based 3D Surface Matching with Applications to Face Recognition and Brain Mapping
Face recognition and many medical imaging applications require the computation of dense correspondence vector fields that match one surface with another. In brain imaging, surfac...
Yalin Wang, Ming-Chang Chiang, Paul M. Thompson