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Classification

15,803 papers

Papers per year

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Papers

A Parameter-Free Classification Method for Large Scale Learning JMLR 2009
Model Monitor (M2): Evaluating, Comparing, and Monitoring Models JMLR 2009
Classification with Gaussians and Convex Loss JMLR 2009
Robustness and Regularization of Support Vector Machines JMLR 2009
Application of Non Parametric Empirical Bayes Estimation to High Dimensional Classification JMLR 2009
Dlib-ml: A Machine Learning Toolkit JMLR 2009
Nonlinear Models Using Dirichlet Process Mixtures JMLR 2009
CarpeDiem: Optimizing the Viterbi Algorithm and Applications to Supervised Sequential Learning JMLR 2009
Learning Approximate Sequential Patterns for Classification JMLR 2009
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model JMLR 2009
An Anticorrelation Kernel for Subsystem Training in Multiple Classifier Systems JMLR 2009
Discriminative Learning Under Covariate Shift JMLR 2009
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization JMLR 2009
Margin-based Ranking and an Equivalence between AdaBoost and RankBoost JMLR 2009
Learning Nondeterministic Classifiers JMLR 2009
Estimating Labels from Label Proportions JMLR 2009
Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions JMLR 2009
Maximum Entropy Discrimination Markov Networks JMLR 2009
Learning When Concepts Abound JMLR 2009
Hash Kernels for Structured Data JMLR 2009
Bounded Kernel-Based Online Learning JMLR 2009
Learning Halfspaces with Malicious Noise JMLR 2009
Cautious Collective Classification JMLR 2009
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks JMLR 2009
Learning of 2D grasping strategies from box-based 3D object approximations RSS 2009