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FUIN
2008
98views more  FUIN 2008»
15 years 6 months ago
A Restarted Strategy for Efficient Subsumption Testing
We study runtime distributions of subsumption testing. On graph data randomly sampled from two different generative models we observe a gradual growth of the tails of the distribut...
Ondrej Kuzelka, Filip Zelezný
JMLR
2010
144views more  JMLR 2010»
15 years 1 months ago
Maximum Margin Learning with Incomplete Data: Learning Networks instead of Tables
In this paper we address the problem of predicting when the available data is incomplete. We show that changing the generally accepted table-wise view of the sample items into a g...
Sándor Szedmák, Yizhao Ni, Steve R. ...
ICDM
2008
IEEE
97views Data Mining» more  ICDM 2008»
16 years 27 days ago
Semi-supervised Learning from General Unlabeled Data
We consider the problem of Semi-supervised Learning (SSL) from general unlabeled data, which may contain irrelevant samples. Within the binary setting, our model manages to better...
Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. L...
LREC
2010
150views Education» more  LREC 2010»
15 years 8 months ago
Design, Compilation, and Preliminary Analyses of Balanced Corpus of Contemporary Written Japanese
Compilation of a 100 million words balanced corpus called the Balanced Corpus of Contemporary Written Japanese (or BCCWJ) is underway at the National Institute for Japanese Langua...
Kikuo Maekawa, Makoto Yamazaki, Takehiko Maruyama,...
ECRTS
2008
IEEE
16 years 27 days ago
Temporal Analysis for Adapting Concurrent Applications to Embedded Systems
Embedded services and applications that interact with the real world often, over time, need to run on different kinds of hardware (low-cost microcontrollers to powerful multicore ...
Sibin Mohan, Johannes Helander