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

Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression JMLR 2007
Sparseness vs Estimating Conditional Probabilities: Some Asymptotic Results JMLR 2007
Learning Monotonic Transformations for Classification NIPS 2007
Noise Tolerant Variants of the Perceptron Algorithm JMLR 2007
Learning to Classify Ordinal Data: The Data Replication Method JMLR 2007
A Randomized Algorithm for Large Scale Support Vector Learning NIPS 2007
An Analysis of Inference with the Universum NIPS 2007
Learning with Transformation Invariant Kernels NIPS 2007
Bundle Methods for Machine Learning NIPS 2007
Support Vector Machine Classification with Indefinite Kernels NIPS 2007
A Risk Minimization Principle for a Class of Parzen Estimators NIPS 2007
Multi-Task Learning via Conic Programming NIPS 2007
Configuration Estimates Improve Pedestrian Finding NIPS 2007
A Hierarchy of Support Vector Machines for Pattern Detection JMLR 2006
Incremental Support Vector Learning: Analysis, Implementation and Applications JMLR 2006
Tighter PAC-Bayes Bounds NIPS 2006
Support Vector Machines on a Budget NIPS 2006
An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models NIPS 2006
Considering Cost Asymmetry in Learning Classifiers JMLR 2006
Large Scale Transductive SVMs JMLR 2006
Large Scale Multiple Kernel Learning JMLR 2006
Building Support Vector Machines with Reduced Classifier Complexity JMLR 2006
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems JMLR 2006
Step Size Adaptation in Reproducing Kernel Hilbert Space JMLR 2006
Consistency and Convergence Rates of One-Class SVMs and Related Algorithms JMLR 2006