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CORR
2004
Springer
88views Education» more  CORR 2004»
14 years 9 months ago
A Note on the PAC Bayesian Theorem
We prove general exponential moment inequalities for averages of [0,1]valued iid random variables and use them to tighten the PAC Bayesian Theorem. The logarithmic dependence on t...
Andreas Maurer
ASPLOS
1992
ACM
15 years 1 months ago
Efficient Superscalar Performance Through Boosting
The foremost goal of superscalar processor design is to increase performance through the exploitation of instruction-level parallelism (ILP). Previous studies have shown that spec...
Michael D. Smith, Mark Horowitz, Monica S. Lam
EMNLP
2008
14 years 11 months ago
A Dependency-based Word Subsequence Kernel
This paper introduces a new kernel which computes similarity between two natural language sentences as the number of paths shared by their dependency trees. The paper gives a very...
Rohit J. Kate
PROMISE
2010
14 years 4 months ago
Programmer-based fault prediction
Background: Previous research has provided evidence that a combination of static code metrics and software history metrics can be used to predict with surprising success which fil...
Thomas J. Ostrand, Elaine J. Weyuker, Robert M. Be...
HPCA
2008
IEEE
15 years 10 months ago
Address-branch correlation: A novel locality for long-latency hard-to-predict branches
Hard-to-predict branches depending on longlatency cache-misses have been recognized as a major performance obstacle for modern microprocessors. With the widening speed gap between...
Hongliang Gao, Yi Ma, Martin Dimitrov, Huiyang Zho...