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» Algorithmic Complexity Bounds on Future Prediction Errors
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CORR
2010
Springer
148views Education» more  CORR 2010»
14 years 6 months ago
A Unifying View of Multiple Kernel Learning
Recent research on multiple kernel learning has lead to a number of approaches for combining kernels in regularized risk minimization. The proposed approaches include different for...
Marius Kloft, Ulrich Rückert, Peter L. Bartle...
APPROX
2009
Springer
137views Algorithms» more  APPROX 2009»
15 years 6 months ago
Testing Computability by Width Two OBDDs
Property testing is concerned with deciding whether an object (e.g. a graph or a function) has a certain property or is “far” (for some definition of far) from every object w...
Dana Ron, Gilad Tsur
AIPS
2010
15 years 2 months ago
When Policies Can Be Trusted: Analyzing a Criteria to Identify Optimal Policies in MDPs with Unknown Model Parameters
Computing a good policy in stochastic uncertain environments with unknown dynamics and reward model parameters is a challenging task. In a number of domains, ranging from space ro...
Emma Brunskill
TWC
2010
14 years 6 months ago
Robustness analysis and new hybrid algorithm of wideband source localization for acoustic sensor networks
Wideband source localization using acoustic sensor networks has been drawing a lot of research interest recently in wireless communication applications, such as cellular handset lo...
Kun Yan, Hsiao-Chun Wu, S. Sitharama Iyengar
BMCBI
2010
99views more  BMCBI 2010»
14 years 12 months ago
Different effects of the probe summarization algorithms PLIER and RMA on high-level analysis of Affymetrix exon arrays
Background: Alternative splicing is an important mechanism that increases protein diversity and functionality in higher eukaryotes. Affymetrix exon arrays are a commercialized pla...
Yi Qu, Fei He, Yuchen Chen