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113
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CORR
2012
Springer
170views Education» more  CORR 2012»
13 years 6 months ago
What Cannot be Learned with Bethe Approximations
We address the problem of learning the parameters in graphical models when inference is intractable. A common strategy in this case is to replace the partition function with its B...
Uri Heinemann, Amir Globerson
88
Voted
TCC
2009
Springer
131views Cryptology» more  TCC 2009»
15 years 11 months ago
Secure Computability of Functions in the IT Setting with Dishonest Majority and Applications to Long-Term Security
It is well known that general secure function evaluation (SFE) with information-theoretical (IT) security is infeasible in presence of a corrupted majority in the standard model. ...
Robin Künzler, Jörn Müller-Quade, D...
112
Voted
MATES
2005
Springer
15 years 4 months ago
Collaborative Agent-Based Knowledge Support for Empirical and Knowledge-Intense Processes
Independent from specific application domains, similar requirements can be identified regarding information needs during daily work. For coping with generality on the one hand an...
Andrea Freßmann, Kerstin Maximini, Rainer Ma...
CVPR
2010
IEEE
15 years 1 months ago
A Study on Continuous Max-Flow and Min-Cut Approaches
Abstract. This work addresses a class of total-variation based multilabeling problems over a spatially continuous image domain, where the data fidelity term can be any bounded fun...
Jing Yuan, Egil Bae, Xuecheng Tai
128
Voted
TASLP
2008
201views more  TASLP 2008»
14 years 10 months ago
Syntactically Lexicalized Phrase-Based SMT
Abstract--Until quite recently, extending Phrase-based Statistical Machine Translation (PBSMT) with syntactic knowledge caused system performance to deteriorate. The most recent su...
Hany Hassan, Khalil Sima'an, Andy Way