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zbMath1242.68249MaRDI QIDQ2896053

Tony Jebara, Pannagadatta K. Shivaswamy

Publication date: 13 July 2012

Full work available at URL: http://www.jmlr.org/papers/v11/shivaswamy10a.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

kernel methodssupport vector machinesRademacher complexitylarge margin


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)


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Regularization via Mass Transportation, Fisher-regularized support vector machine, Adaptive regularization of weight vectors, Improved large margin classifier via bounding hyperellipsoid, Using robust dispersion estimation in support vector machines, A novel SVM+NDA model for classification with an application to face recognition, Higher rank support tensor machines for visual recognition, A stochastic Nesterov's smoothing accelerated method for general nonsmooth constrained stochastic composite convex optimization


Uses Software

  • SVMlight


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