Optimizing Kernel Machines using Deep Learning

Optimizing Kernel Machines using Deep Learning

15 November 2017

Jayaraman J. Thiagarajan

ArXiv (abs)PDF HTML

Papers citing "Optimizing Kernel Machines using Deep Learning"

18 / 18 papers shown

Title
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 240 549 0 30 Apr 2024
A Deep Learning Approach To Multiple Kernel Fusion Huan Song Jayaraman J. Thiagarajan P. Sattigeri Karthikeyan N. Ramamurthy A. Spanias 55 18 0 28 Dec 2016
YouTube-8M: A Large-Scale Video Classification Benchmark Sami Abu-El-Haija Nisarg Kothari Joonseok Lee Apostol Natsev G. Toderici Balakrishnan Varadarajan Sudheendra Vijayanarasimhan VLM 151 1,270 0 27 Sep 2016
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks Julien Mairal SSL 64 130 0 20 May 2016
A Unified View of Localized Kernel Learning John Moeller Sarathkrishna Swaminathan Suresh Venkatasubramanian 11 10 0 04 Mar 2016
Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference Vinay Venkataraman Pavan Turaga 48 48 0 27 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Deep Kernel Learning A. Wilson Zhiting Hu Ruslan Salakhutdinov Eric Xing BDL 248 886 0 06 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Fastfood: Approximate Kernel Expansions in Loglinear Time Quoc V. Le Tamás Sarlós Alex Smola 95 442 0 13 Aug 2014
Expanding the Family of Grassmannian Kernels: An Embedding Perspective Mehrtash T. Harandi Mathieu Salzmann Sadeep Jayasumana Leonid Sigal Hongdong Li 63 96 0 04 Jul 2014
Convolutional Kernel Networks Julien Mairal Piotr Koniusz Zaïd Harchaoui Cordelia Schmid 92 380 0 12 Jun 2014
Multiple Kernel Learning in the Primal for Multi-modal Alzheimer's Disease Classification Fayao Liu Luping Zhou Chunhua Shen Jianping Yin 47 113 0 03 Oct 2013
Kernel Sparse Models for Automated Tumor Segmentation Jayaraman J. Thiagarajan Karthikeyan N. Ramamurthy Deepta Rajan A. Puri D. Frakes A. Spanias MedIm 58 15 0 11 Mar 2013
Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning Jayaraman J. Thiagarajan Karthikeyan N. Ramamurthy A. Spanias SSL 59 76 0 03 Mar 2013
Ensemble Sparse Models for Image Analysis Karthikeyan N. Ramamurthy Jayaraman J. Thiagarajan P. Sattigeri A. Spanias 41 9 0 27 Feb 2013
Graph Kernels S.V.N. Vishwanathan Karsten Borgwardt I. Kondor N. Schraudolph 147 1,206 0 01 Jul 2008
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,537 0 01 Nov 2007