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    JMLR
    2010
    143views more  JMLR 2010»
    A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
    13 years 8 months ago
    A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
    Download  www.stat.purdue.edu
    We extend the well-known BFGS quasi-Newton method and its memory-limited variant LBFGS to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by ge...
    Jin Yu, S. V. N. Vishwanathan, Simon Günter, ...
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    EUROCRYPT
    2007
    Springer
    160views Cryptology» more  EUROCRYPT 2007»
    An Efficient Protocol for Secure Two-Party Computation in the Presence of Malicious Adversaries
    14 years 1 months ago
    An Efficient Protocol for Secure Two-Party Computation in the Presence of Malicious Adversaries
    Download  eprint.iacr.org
    We show an efficient secure two-party protocol, based on Yao's construction, which provides security against malicious adversaries. Yao's original protocol is only secur...
    Yehuda Lindell, Benny Pinkas
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    KDD
    2009
    ACM
    188views Data Mining» more  KDD 2009»
    Characteristic relational patterns
    14 years 10 months ago
    Characteristic relational patterns
    Download  www.cs.uu.nl
    Research in relational data mining has two major directions: finding global models of a relational database and the discovery of local relational patterns within a database. While...
    Arne Koopman, Arno Siebes
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    BMCBI
    2006
    242views more  BMCBI 2006»
    Predicting residue-wise contact orders in proteins by support vector regression
    13 years 10 months ago
    Predicting residue-wise contact orders in proteins by support vector regression
    Download  www.biomedcentral.com
    Background: The residue-wise contact order (RWCO) describes the sequence separations between the residues of interest and its contacting residues in a protein sequence. It is a ne...
    Jiangning Song, Kevin Burrage
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    BMCBI
    2006
    148views more  BMCBI 2006»
    Exploiting the full power of temporal gene expression profiling through a new statistical test: Application to the analysis of m
    13 years 10 months ago
    Exploiting the full power of temporal gene expression profiling through a new statistical test: Application to the analysis of m
    Download  www.biomedcentral.com
    Background: The identification of biologically interesting genes in a temporal expression profiling dataset is challenging and complicated by high levels of experimental noise. Mo...
    Veronica Vinciotti, Xiaohui Liu, Rolf Turk, Emile ...
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