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ML
1998
ACM
131views Machine Learning» more  ML 1998»
14 years 9 months ago
Learning from Examples and Membership Queries with Structured Determinations
It is well known that prior knowledge or bias can speed up learning, at least in theory. It has proved di cult to make constructive use of prior knowledge, so that approximately c...
Prasad Tadepalli, Stuart J. Russell
PAMI
2007
187views more  PAMI 2007»
14 years 9 months ago
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision
—Our goal is an automated 2D-image-pair registration algorithm capable of aligning images taken of a wide variety of natural and man-made scenes as well as many medical images. T...
Gehua Yang, Charles V. Stewart, Michal Sofka, Chia...
PRL
2007
128views more  PRL 2007»
14 years 9 months ago
Automatic recognition of biological particles in microscopic images
A simple and general-purpose system to recognize biological particles is presented. It is composed of four stages. First (if necessary) promising locations in the image are detect...
Marc'Aurelio Ranzato, P. E. Taylor, J. M. House, R...
MICRO
2010
IEEE
170views Hardware» more  MICRO 2010»
14 years 8 months ago
Tolerating Concurrency Bugs Using Transactions as Lifeguards
Abstract--Parallel programming is hard, because it is impractical to test all possible thread interleavings. One promising approach to improve a multi-threaded program's relia...
Jie Yu, Satish Narayanasamy
FAST
2009
14 years 7 months ago
Tiered Fault Tolerance for Long-Term Integrity
Fault-tolerant services typically make assumptions about the type and maximum number of faults that they can tolerate while providing their correctness guarantees; when such a fau...
Byung-Gon Chun, Petros Maniatis, Scott Shenker, Jo...