Sciweavers

    JMLR
    2012
    223views Programming Languages» more  JMLR 2012»
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    12 years 1 months ago
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    Download  www.cs.helsinki.fi
    We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
    Michael Gutmann, Aapo Hyvärinen
    claim paper
    Read More »
    JMLR
    2012
    212views Programming Languages» more  JMLR 2012»
    Max-Margin Min-Entropy Models
    12 years 1 months ago
    Max-Margin Min-Entropy Models
    Download  jmlr.csail.mit.edu
    We propose a new family of latent variable models called max-margin min-entropy (m3e) models, which define a distribution over the output and the hidden variables conditioned on ...
    Kevin Miller, M. Pawan Kumar, Benjamin Packer, Dan...
    claim paper
    Read More »
    JMLR
    2012
    232views Programming Languages» more  JMLR 2012»
    Active Clustering of Biological Sequences
    12 years 1 months ago
    Active Clustering of Biological Sequences
    Download  jmlr.csail.mit.edu
    Given a point set S and an unknown metric d on S, we study the problem of efficiently partitioning S into k clusters while querying few distances between the points. In our model...
    Konstantin Voevodski, Maria-Florina Balcan, Heiko ...
    claim paper
    Read More »
    JMLR
    2012
    210views Programming Languages» more  JMLR 2012»
    Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs
    12 years 1 months ago
    Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs
    Download  jmlr.csail.mit.edu
    Hyokun Yun, S. V. N. Vishwanathan
    claim paper
    Read More »
    JMLR
    2012
    195views Programming Languages» more  JMLR 2012»
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    12 years 1 months ago
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    Download  jmlr.csail.mit.edu
    To relax the homogeneity assumption of classical dynamic Bayesian networks (DBNs), various recent studies have combined DBNs with multiple changepoint processes. The underlying as...
    Marco Grzegorczyk, Dirk Husmeier
    claim paper
    Read More »
    JMLR
    2012
    189views Programming Languages» more  JMLR 2012»
    Universal Measurement Bounds for Structured Sparse Signal Recovery
    12 years 1 months ago
    Universal Measurement Bounds for Structured Sparse Signal Recovery
    Download  homepages.cae.wisc.edu
    Standard compressive sensing results state that to exactly recover an s sparse signal in Rp , one requires O(s · log p) measurements. While this bound is extremely useful in prac...
    Nikhil S. Rao, Ben Recht, Robert D. Nowak
    claim paper
    Read More »
    JMLR
    2012
    313views Programming Languages» more  JMLR 2012»
    Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
    12 years 1 months ago
    Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
    Download  people.csail.mit.edu
    This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
    J. Zico Kolter, Tommi Jaakkola
    claim paper
    Read More »
    JMLR
    2012
    256views Programming Languages» more  JMLR 2012»
    Globally Optimizing Graph Partitioning Problems Using Message Passing
    12 years 1 months ago
    Globally Optimizing Graph Partitioning Problems Using Message Passing
    Download  www.cs.huji.ac.il
    Graph partitioning algorithms play a central role in data analysis and machine learning. Most useful graph partitioning criteria correspond to optimizing a ratio between the cut a...
    Elad Mezuman, Yair Weiss
    claim paper
    Read More »
    JMLR
    2012
    164views Programming Languages» more  JMLR 2012»
    Lifted coordinate descent for learning with trace-norm regularization
    12 years 1 months ago
    Lifted coordinate descent for learning with trace-norm regularization
    Download  www.harchaoui.eu
    We consider the minimization of a smooth loss with trace-norm regularization, which is a natural objective in multi-class and multitask learning. Even though the problem is convex...
    Miroslav Dudík, Zaïd Harchaoui, J&eacu...
    claim paper
    Read More »
    JMLR
    2012
    160views Programming Languages» more  JMLR 2012»
    Low rank continuous-space graphical models
    12 years 1 months ago
    Low rank continuous-space graphical models
    Download  www.stat.columbia.edu
    Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...
    Carl Smith, Frank Wood, Liam Paninski
    claim paper
    Read More »
    123456789next ›last »
    Explore & Download
    Proceedings Preprints Top 5 Ranked Papers Publications Books Software Tutorials Presentations Lectures Notes Datasets
    Productivity Tools
    International On-screen Keyboard Graphical Social Symbols OCR Text Recognition CSS3 Style Generator Web Page to PDF Web Page to Image PDF Split PDF Merge Latex Equation Editor Sci2ools
    Document Tools
    PDF to Text PDF to Postscript PDF to Thumbnails Excel to PDF Word to PDF Postscript to PDF PowerPoint to PDF Latex to Word Repair Corrupted PDF
    Image Tools
    JPG to PS JPG to PDF Extract Images from PDF Image Converter
    Sciweavers
    About Community Cookies Privacy Policy Terms of Use

    Copyright © Sciweavers LLC, 2009-2024, USA.