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COMPSAC
2004
IEEE
15 years 10 months ago
Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags
Software reliability is defined as the probability of failure-free software operation for a specified period of time in a specified environment. Over the past 30 years, many softw...
Chin-Yu Huang, Chu-Ti Lin, Sy-Yen Kuo, Michael R. ...
AGI
2008
15 years 8 months ago
The Basic AI Drives
One might imagine that AI systems with harmless goals will be harmless. This paper instead shows that intelligent systems will need to be carefully designed to prevent them from be...
Stephen M. Omohundro
NIPS
2007
15 years 8 months ago
A New View of Automatic Relevance Determination
Automatic relevance determination (ARD) and the closely-related sparse Bayesian learning (SBL) framework are effective tools for pruning large numbers of irrelevant features leadi...
David P. Wipf, Srikantan S. Nagarajan
SODA
2003
ACM
119views Algorithms» more  SODA 2003»
15 years 8 months ago
Simultaneous optimization for concave costs: single sink aggregation or single source buy-at-bulk
We consider the problem of finding efficient trees to send information from k sources to a single sink in a network where information can be aggregated at intermediate nodes in t...
Ashish Goel, Deborah Estrin
NIPS
1998
15 years 8 months ago
Semi-Supervised Support Vector Machines
We introduce a semi-supervised support vector machine (S3 VM) method. Given a training set of labeled data and a working set of unlabeled data, S3 VM constructs a support vector m...
Kristin P. Bennett, Ayhan Demiriz