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    NIPS
    2008
    285views Information Technology» more  NIPS 2008»
    Natural Image Denoising with Convolutional Networks
    13 years 10 months ago
    Natural Image Denoising with Convolutional Networks
    Download  hebb.mit.edu
    We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...
    Viren Jain, H. Sebastian Seung
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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 10 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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    SIMUTOOLS
    2008
    211views Communications» more  SIMUTOOLS 2008»
    Simulating SMEPP middleware
    13 years 10 months ago
    Simulating SMEPP middleware
    Download  www.lcc.uma.es
    Embedded Peer-to-Peer Systems (EP2P) represent a new challenge in the development of software for distributed systems. The main objective of the SMEPP (Secure Middleware for Embed...
    Javier Barbarán, Carlos Bonilla, Jose &Aacu...
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    NIPS
    2007
    144views Information Technology» more  NIPS 2007»
    Robust Regression with Twinned Gaussian Processes
    13 years 10 months ago
    Robust Regression with Twinned Gaussian Processes
    Download  books.nips.cc
    We propose a Gaussian process (GP) framework for robust inference in which a GP prior on the mixing weights of a two-component noise model augments the standard process over laten...
    Andrew Naish-Guzman, Sean B. Holden
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    SODA
    2008
    ACM
    100views Algorithms» more  SODA 2008»
    A tight lower bound for parity in noisy communication networks
    13 years 10 months ago
    A tight lower bound for parity in noisy communication networks
    Download  www.tcs.tifr.res.in
    We show a tight lower bound of (N log log N) on the number of transmission required to compute the parity of N bits (with constant error) in a network of N randomly placed sensors...
    Chinmoy Dutta, Yashodhan Kanoria, D. Manjunath, Ja...
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