conftrace_

support vector machine

978 papers

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Also known as

SVM+ SVM

Co-occurring keywords

text classification (6793) kernel methods (1097) logistic regression (386) sentiment analysis (2084) convex optimization (1321) random forest (326) convolutional neural network (4226) feature selection (649) binary classification (678) word embedding (1764)

Papers

Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers ACML 2011
Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011
Efficient variable selection in support vector machines via the alternating direction method of multipliers AISTATS 2011
Learning person-object interactions for action recognition in still images NIPS 2011
Multitask Sparsity via Maximum Entropy Discrimination JMLR 2011
Training SVMs Without Offset JMLR 2011
-Norm Multiple Kernel Learning JMLR 2011
Optimal learning rates for least squares SVMs using Gaussian kernels NIPS 2011
Kernel Regression in the Presence of Correlated Errors JMLR 2011
Double Updating Online Learning JMLR 2011
Advice Refinement in Knowledge-Based SVMs NIPS 2011
Multiple Kernel Learning Algorithms JMLR 2011
Large Margin Hierarchical Classification with Mutually Exclusive Class Membership JMLR 2011
Support Vector Machines Under Adversarial Label Noise ACML 2011
Fast and Scalable Local Kernel Machines JMLR 2010
Matched Gene Selection and Committee Classifier for Molecular Classification of Heterogeneous Diseases JMLR 2010
Sparse Semi-supervised Learning Using Conjugate Functions JMLR 2010
Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification NIPS 2010
Universal Kernels on Non-Standard Input Spaces NIPS 2010
Large Margin Multi-Task Metric Learning NIPS 2010
Large Margin Learning of Upstream Scene Understanding Models NIPS 2010
Ellipsoidal Support Vector Machines ACML 2010
A Discriminative Latent Model of Image Region and Object Tag Correspondence NIPS 2010
Universal Consistency of Multi-Class Support Vector Classification NIPS 2010
Lower Bounds on Rate of Convergence of Cutting Plane Methods NIPS 2010