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    SDM
    2008
    SIAM
    177views Data Mining» more  SDM 2008»
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    13 years 11 months ago
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    Download  www.cs.berkeley.edu
    In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
    Yitao Duan, John F. Canny
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    LWA
    2007
    151views Software Engineering» more  LWA 2007»
    Prediction Algorithms for User Actions
    13 years 11 months ago
    Prediction Algorithms for User Actions
    Download  users.informatik.uni-halle.de
    Proactive User Interfaces (PUIs) aim at facilitating the interaction with a user interface, e.g., by highlighting fields or adapting the interface. For that purpose, they need to...
    Melanie Hartmann, Daniel Schreiber
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    NIPS
    2008
    129views Information Technology» more  NIPS 2008»
    Improved Moves for Truncated Convex Models
    13 years 11 months ago
    Improved Moves for Truncated Convex Models
    Download  cms.brookes.ac.uk
    We consider the problem of obtaining the approximate maximum a posteriori estimate of a discrete random field characterized by pairwise potentials that form a truncated convex mod...
    M. Pawan Kumar, Philip H. S. Torr
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    NIPS
    2008
    130views Information Technology» more  NIPS 2008»
    Mortal Multi-Armed Bandits
    13 years 11 months ago
    Mortal Multi-Armed Bandits
    Download  www.cs.cmu.edu
    We formulate and study a new variant of the k-armed bandit problem, motivated by e-commerce applications. In our model, arms have (stochastic) lifetime after which they expire. In...
    Deepayan Chakrabarti, Ravi Kumar, Filip Radlinski,...
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    NIPS
    2008
    149views Information Technology» more  NIPS 2008»
    Scalable Algorithms for String Kernels with Inexact Matching
    13 years 11 months ago
    Scalable Algorithms for String Kernels with Inexact Matching
    Download  www.cs.rutgers.edu
    We present a new family of linear time algorithms based on sufficient statistics for string comparison with mismatches under the string kernels framework. Our algorithms improve t...
    Pavel P. Kuksa, Pai-Hsi Huang, Vladimir Pavlovic
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    NIPS
    2008
    118views Information Technology» more  NIPS 2008»
    Regularized Co-Clustering with Dual Supervision
    13 years 11 months ago
    Regularized Co-Clustering with Dual Supervision
    Download  domino.watson.ibm.com
    By attempting to simultaneously partition both the rows (examples) and columns (features) of a data matrix, Co-clustering algorithms often demonstrate surprisingly impressive perf...
    Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovi...
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    NIPS
    2008
    132views Information Technology» more  NIPS 2008»
    Learning with Consistency between Inductive Functions and Kernels
    13 years 11 months ago
    Learning with Consistency between Inductive Functions and Kernels
    Download  www.cs.rhul.ac.uk
    Regularized Least Squares (RLS) algorithms have the ability to avoid over-fitting problems and to express solutions as kernel expansions. However, we observe that the current RLS ...
    Haixuan Yang, Irwin King, Michael R. Lyu
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    ESANN
    2008
    107views Neural Networks» more  ESANN 2008»
    On related violating pairs for working set selection in SMO algorithms
    13 years 11 months ago
    On related violating pairs for working set selection in SMO algorithms
    Download  www.dice.ucl.ac.be
    Sequential Minimal Optimization (SMO) is currently the most popular algorithm to solve large quadratic programs for Support Vector Machine (SVM) training. For many variants of this...
    Tobias Glasmachers
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    SDM
    2010
    SIAM
    200views Data Mining» more  SDM 2010»
    Residual Bayesian Co-clustering for Matrix Approximation
    13 years 11 months ago
    Residual Bayesian Co-clustering for Matrix Approximation
    Download  www-users.cs.umn.edu
    In recent years, matrix approximation for missing value prediction has emerged as an important problem in a variety of domains such as recommendation systems, e-commerce and onlin...
    Hanhuai Shan, Arindam Banerjee
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    ECIR
    2007
    Springer
    109views Information Technology» more  ECIR 2007»
    Results Merging Algorithm Using Multiple Regression Models
    13 years 11 months ago
    Results Merging Algorithm Using Multiple Regression Models
    Download  www.mendeley.com
    : This paper describes a new algorithm for merging the results of remote collections in a distributed information retrieval environment. The algorithm makes use only of the ranks o...
    Georgios Paltoglou, Michail Salampasis, Maria Satr...
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