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ICML
2006
IEEE
14 years 10 months ago
Constructing informative priors using transfer learning
Many applications of supervised learning require good generalization from limited labeled data. In the Bayesian setting, we can try to achieve this goal by using an informative pr...
Rajat Raina, Andrew Y. Ng, Daphne Koller
ICALP
2009
Springer
14 years 9 months ago
Smoothed Analysis of Balancing Networks
Abstract In a load balancing network each processor has an initial collection of unit-size jobs, tokens, and in each round, pairs of processors connected by balancers split their l...
Tobias Friedrich, Thomas Sauerwald, Dan Vilenchik
SIGMOD
2005
ACM
177views Database» more  SIGMOD 2005»
14 years 9 months ago
An approach for pipelining nested collections in scientific workflows
We describe an approach for pipelining nested data collections in scientific workflows. Our approach logically delimits arbitrarily nested collections of data tokens using special...
Timothy M. McPhillips, Shawn Bowers
ICSE
2005
IEEE-ACM
14 years 9 months ago
An empirical evaluation of test case filtering techniques based on exercising complex information flows
Some software defects trigger failures only when certain complex information flows occur within the software. Profiling and analyzing such flows therefore provides a potentially i...
David Leon, Wes Masri, Andy Podgurski
ICCD
2006
IEEE
103views Hardware» more  ICCD 2006»
14 years 6 months ago
Architectural Support for Run-Time Validation of Control Flow Transfer
—Current micro-architecture blindly uses the address in the program counter to fetch and execute instructions without validating its legitimacy. Whenever this blind-folded instru...
Yixin Shi, Sean Dempsey, Gyungho Lee