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classification

39 papers

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support vector machine (976) kernel methods (1096) online learning (1770) convex optimization (1320) regression (11) boosting algorithm (77) supervised learning (434) multiclass classification (180) mistake bound (50) neural network (6616)

Papers

Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NIPS 2008
Classification via Minimum Incremental Coding Length (MICL) NIPS 2007
Support Vector Machine Classification with Indefinite Kernels NIPS 2007
One-Pass Boosting NIPS 2007
Learning Monotonic Transformations for Classification NIPS 2007
FilterBoost: Regression and Classification on Large Datasets NIPS 2007
Online Classification for Complex Problems Using Simultaneous Projections NIPS 2006
Learning with Hypergraphs: Clustering, Classification, and Embedding NIPS 2006
Denoising and Dimension Reduction in Feature Space NIPS 2006
Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms NIPS 2006
A PAC-Bayes Risk Bound for General Loss Functions NIPS 2006
Similarity by Composition NIPS 2006
Data Integration for Classification Problems Employing Gaussian Process Priors NIPS 2006
Learning from Multiple Sources NIPS 2006