conftrace_

multiple kernel learning

80 papers

Explore in graph

Also known as

MKL

Co-occurring keywords

kernel methods (1097) support vector machine (978) convex optimization (1321) kernel learning (102) feature selection (649) mirror descent algorithm (4) mirror descent (148) kernel combination (7) generalization bound (652) rademacher complexity (109)

Papers

Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology NIPS 2014
On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection ICML 2014
Towards Ultrahigh Dimensional Feature Selection for Big Data JMLR 2014
Ask the Image: Supervised Pooling to Preserve Feature Locality CVPR 2014
Human Action Recognition Based on Context-Dependent Graph Kernels CVPR 2014
Beta Process Multiple Kernel Learning CVPR 2014
Multi-Class Classification with Maximum Margin Multiple Kernel ICML 2013
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013
Compositional Models for Video Event Detection: A Multiple Kernel Learning Latent Variable Approach ICCV 2013
An Adaptive Descriptor Design for Object Recognition in the Wild ICCV 2013
Event Recognition in Videos by Learning from Heterogeneous Web Sources CVPR 2013
JKernelMachines: A Simple Framework for Kernel Machines JMLR 2013
Kernelized Bayesian Matrix Factorization ICML 2013
Kernel Learning for Extrinsic Classification of Manifold Features CVPR 2013
Lovasz theta function, SVMs and Finding Dense Subgraphs JMLR 2013
Fast Learning Rate of Multiple Kernel Learning: Trade-Off between Sparsity and Smoothness AISTATS 2012
Structured Sparsity and Generalization JMLR 2012
Regularization Techniques for Learning with Matrices JMLR 2012
On the Convergence Rate of -Norm Multiple Kernel Learning JMLR 2012
PAC-Bayesian Bound for Gaussian Process Regression and Multiple Kernel Additive Model COLT 2012
Non-Sparse Multiple Kernel Fisher Discriminant Analysis JMLR 2012
The Lovász ϑ function, SVMs and finding large dense subgraphs NIPS 2012
Sparse Additive Machine AISTATS 2012
Learning Multi-modal Similarity JMLR 2011
Variable Sparsity Kernel Learning JMLR 2011