Sciweavers

    JMLR
    2010
    108views more  JMLR 2010»
    Sufficient Dimension Reduction via Squared-loss Mutual Information Estimation
    13 years 1 days ago
    Sufficient Dimension Reduction via Squared-loss Mutual Information Estimation
    Download  jmlr.csail.mit.edu
    The goal of sufficient dimension reduction in supervised learning is to find the lowdimensional subspace of input features that is `sufficient' for predicting output values. ...
    Taiji Suzuki, Masashi Sugiyama
    claim paper
    Read More »
    JMLR
    2010
    61views more  JMLR 2010»
    Learning Policy Improvements with Path Integrals
    13 years 1 days ago
    Learning Policy Improvements with Path Integrals
    Download  jmlr.csail.mit.edu
    Evangelos Theodorou, Jonas Buchli, Stefan Schaal
    claim paper
    Read More »
    JMLR
    2010
    124views more  JMLR 2010»
    Multiclass-Multilabel Classification with More Classes than Examples
    13 years 1 days ago
    Multiclass-Multilabel Classification with More Classes than Examples
    Download  jmlr.csail.mit.edu
    We discuss multiclass-multilabel classification problems in which the set of classes is extremely large. Most existing multiclass-multilabel learning algorithms expect to observe ...
    Ofer Dekel, Ohad Shamir
    claim paper
    Read More »
    JMLR
    2010
    155views more  JMLR 2010»
    Structured Sparse Principal Component Analysis
    13 years 1 days ago
    Structured Sparse Principal Component Analysis
    Download  hal.archives-ouvertes.fr
    We present an extension of sparse PCA, or sparse dictionary learning, where the sparsity patterns of all dictionary elements are structured and constrained to belong to a prespeci...
    Rodolphe Jenatton, Guillaume Obozinski, Francis Ba...
    claim paper
    Read More »
    JMLR
    2010
    164views more  JMLR 2010»
    Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms
    13 years 1 days ago
    Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms
    Download  jmlr.csail.mit.edu
    The Uncapacitated Facility Location Problem (UFLP) is one of the most widely studied discrete location problems, whose applications arise in a variety of settings. We tackle the U...
    Nevena Lazic, Brendan J. Frey, Parham Aarabi
    claim paper
    Read More »
    JMLR
    2010
    119views more  JMLR 2010»
    Semi-Supervised Learning via Generalized Maximum Entropy
    13 years 1 days ago
    Semi-Supervised Learning via Generalized Maximum Entropy
    Download  jmlr.csail.mit.edu
    Various supervised inference methods can be analyzed as convex duals of the generalized maximum entropy (MaxEnt) framework. Generalized MaxEnt aims to find a distribution that max...
    Ayse Erkan, Yasemin Altun
    claim paper
    Read More »
    JMLR
    2010
    218views more  JMLR 2010»
    Simple Exponential Family PCA
    13 years 1 days ago
    Simple Exponential Family PCA
    Download  jmlr.csail.mit.edu
    Bayesian principal component analysis (BPCA), a probabilistic reformulation of PCA with Bayesian model selection, is a systematic approach to determining the number of essential p...
    Jun Li, Dacheng Tao
    claim paper
    Read More »
    JMLR
    2010
    198views more  JMLR 2010»
    Online Anomaly Detection under Adversarial Impact
    13 years 1 days ago
    Online Anomaly Detection under Adversarial Impact
    Download  eprints.pascal-network.org
    Security analysis of learning algorithms is gaining increasing importance, especially since they have become target of deliberate obstruction in certain applications. Some securit...
    Marius Kloft, Pavel Laskov
    claim paper
    Read More »
    JMLR
    2010
    173views more  JMLR 2010»
    Conditional Density Estimation via Least-Squares Density Ratio Estimation
    13 years 1 days ago
    Conditional Density Estimation via Least-Squares Density Ratio Estimation
    Download  jmlr.csail.mit.edu
    Estimating the conditional mean of an inputoutput relation is the goal of regression. However, regression analysis is not sufficiently informative if the conditional distribution ...
    Masashi Sugiyama, Ichiro Takeuchi, Taiji Suzuki, T...
    claim paper
    Read More »
    JMLR
    2010
    70views more  JMLR 2010»
    State-Space Inference and Learning with Gaussian Processes
    13 years 1 days ago
    State-Space Inference and Learning with Gaussian Processes
    Download  mlg.eng.cam.ac.uk
    Ryan Turner, Marc Peter Deisenroth, Carl Edward Ra...
    claim paper
    Read More »
    « first‹ previous…121314151617181920…next ›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.