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120
Voted
FOCS
2009
IEEE
15 years 1 months ago
2009
IEEE
We give a new model of learning motivated by smoothed analysis (Spielman and Teng, 2001). In this model, we analyze two new algorithms, for PAC-learning DNFs and agnostically learn...
163
Voted
DPD
2010
15 years 26 days ago
2010
Abstract Bloom filters are extensively used in distributed applications, especially in distributed databases and distributed information systems, to reduce network requirements and...
138
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COLING
2010
14 years 10 months ago
2010
Near-synonyms are useful knowledge resources for many natural language applications such as query expansion for information retrieval (IR) and paraphrasing for text generation. Ho...
150
Voted
WWW
2011
ACM
14 years 10 months ago
2011
ACM
Many malicious activities on the Web today make use of compromised Web servers, because these servers often have high pageranks and provide free resources. Attackers are therefore...
152
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CIDR
2011
14 years 7 months ago
2011
One of the key tenets of database system design is making efficient use of storage and memory resources. However, existing database system implementations are actually extremely ...