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COLT
2004
Springer
15 years 4 months ago
Convergence of Discrete MDL for Sequential Prediction
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....
Jan Poland, Marcus Hutter
PLDI
2003
ACM
15 years 4 months ago
Predicting whole-program locality through reuse distance analysis
Profiling can accurately analyze program behavior for select data inputs. We show that profiling can also predict program locality for inputs other than profiled ones. Here loc...
Chen Ding, Yutao Zhong
ISSTA
2012
ACM
13 years 1 months ago
Residual investigation: predictive and precise bug detection
We introduce the concept of “residual investigation” for program analysis. A residual investigation is a dynamic check installed as a result of running a static analysis that ...
Kaituo Li, Christoph Reichenbach, Christoph Csalln...
BMCBI
2008
173views more  BMCBI 2008»
14 years 11 months ago
Improved machine learning method for analysis of gas phase chemistry of peptides
Background: Accurate peptide identification is important to high-throughput proteomics analyses that use mass spectrometry. Search programs compare fragmentation spectra (MS/MS) o...
Allison Gehrke, Shaojun Sun, Lukasz A. Kurgan, Nat...
ISCA
2003
IEEE
88views Hardware» more  ISCA 2003»
15 years 4 months ago
Phase Tracking and Prediction
In a single second a modern processor can execute billions of instructions. Obtaining a bird’s eye view of the behavior of a program at these speeds can be a difficult task whe...
Timothy Sherwood, Suleyman Sair, Brad Calder