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» Generalization Error Bounds Using Unlabeled Data
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ASYNC
1998
IEEE
71views Hardware» more  ASYNC 1998»
15 years 2 months ago
Towards Asynchronous A-D Conversion
Analogue to digital (A-D) converters with a xed conversion time are subject to errors due to metastability. These errors will occur in all converter designs with a bounded time fo...
D. J. Kinniment, Alexandre Yakovlev, Fei Xia, B. G...
SIGMOD
2006
ACM
116views Database» more  SIGMOD 2006»
15 years 10 months ago
Approximately detecting duplicates for streaming data using stable bloom filters
Traditional duplicate elimination techniques are not applicable to many data stream applications. In general, precisely eliminating duplicates in an unbounded data stream is not f...
Fan Deng, Davood Rafiei
SDM
2009
SIAM
164views Data Mining» more  SDM 2009»
15 years 7 months ago
Time-Decayed Correlated Aggregates over Data Streams.
Data stream analysis frequently relies on identifying correlations and posing conditional queries on the data after it has been seen. Correlated aggregates form an important examp...
Graham Cormode, Srikanta Tirthapura, Bojian Xu
ICPR
2002
IEEE
15 years 11 months ago
Bayesian Networks as Ensemble of Classifiers
Classification of real-world data poses a number of challenging problems. Mismatch between classifier models and true data distributions on one hand and the use of approximate inf...
Ashutosh Garg, Vladimir Pavlovic, Thomas S. Huang
PLDI
2010
ACM
15 years 7 months ago
The Reachability-Bound Problem
We define the reachability-bound problem to be the problem of finding a symbolic worst-case bound on the number of times a given control location inside a procedure is visited in ...
Sumit Gulwani, Florian Zuleger