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Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods

BOOK CHAPTER published 7 September 2007 in Advances in Neural Information Processing Systems 19

Authors: Matthias W. Seeger

https://doi.org/10.7551/mitpress/7503.003.0159 Actions

References

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

https://doi.org/10.7551/mitpress/7496.003.0017 Actions

Contributors

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

https://doi.org/10.7551/mitpress/7496.003.0018 Actions

Index

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

https://doi.org/10.7551/mitpress/7496.003.0019 Actions

Preface

OTHER published 17 August 2007 in Large-Scale Kernel Machines

https://doi.org/10.7551/mitpress/7496.003.0002 Actions

[ Front Matter ]

OTHER published 17 August 2007 in Large-Scale Kernel Machines

https://doi.org/10.7551/mitpress/7496.003.0020 Actions

Kernel Machines and Boolean Functions

BOOK CHAPTER published 8 November 2002 in Advances in Neural Information Processing Systems 14

Authors: Adam Kowalczyk | Alex J. Smola | Robert C. Williamson

https://doi.org/10.7551/mitpress/1120.003.0061 Actions

Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees

BOOK CHAPTER published 7 September 2007 in Advances in Neural Information Processing Systems 19

Authors: Konrad Rieck | Pavel Laskov | Sören Sonnenburg

https://doi.org/10.7551/mitpress/7503.003.0152 Actions

A Distributed Sequential Solver for Large-Scale SVMs

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

Authors: Elad Yom-Tov

https://doi.org/10.7551/mitpress/7496.003.0008 Actions

Kernel Computations from Large-Scale Random Features Obtained by Optical Processing Units

PROCEEDINGS ARTICLE published May 2020 in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Authors: Ruben Ohana | Jonas Wacker | Jonathan Dong | Sebastien Marmin | Florent Krzakala | Maurizio Filippone | Laurent Daudet

https://doi.org/10.1109/icassp40776.2020.9053272 Actions

Brisk Kernel Independent Component Analysis

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

Authors: Stefanie Jegelka | Arthur Gretton

https://doi.org/10.7551/mitpress/7496.003.0012 Actions

Large-Scale Learning with String Kernels

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

Authors: Sören Sonnenburg | Gunnar Rätsch | Konrad Rieck

https://doi.org/10.7551/mitpress/7496.003.0006 Actions

Large-Scale Parallel SVM Implementation

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

Authors: Igor Durdanovic | Eric Cosatto | Hans-Peter Graf

https://doi.org/10.7551/mitpress/7496.003.0007 Actions

Online Adaptive Kernel Learning with Random Features for Large-scale Nonlinear Classification

JOURNAL ARTICLE published November 2022 in Pattern Recognition

Research funded by Ministry of Science and Technology of the People's Republic of China (2020AAA0108404)

Authors: Yingying Chen | Xiaowei Yang

https://doi.org/10.1016/j.patcog.2022.108862 Actions

Large Scale Face Recognition with Kernel Correlation Feature Analysis with Support Vector Machines

PROCEEDINGS ARTICLE published 2006 in 6th International Workshop on Pattern Recognition in Information Systems

https://doi.org/10.5220/0002487300150024 Actions

Fast Kernel Learning with Sparse Inverted Index

BOOK CHAPTER published 17 August 2007 in Large-Scale Kernel Machines

Authors: Patrick Haffner | Stephan Kanthak

https://doi.org/10.7551/mitpress/7496.003.0005 Actions

Large-scale random features for kernel regression

PROCEEDINGS ARTICLE published July 2015 in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Authors: Valero Laparra | Diego Marcos Gonzalez | Devis Tuia | Gustau Camps-Valls

https://doi.org/10.1109/igarss.2015.7325686 Actions

Sparse Approximation Through Boosting for Learning Large Scale Kernel Machines

JOURNAL ARTICLE published June 2010 in IEEE Transactions on Neural Networks

https://doi.org/10.1109/tnn.2010.2044244 Actions

Large-Scale Kernel Machines

EDITED BOOK published 17 August 2007

Editors: Léon Bottou | Olivier Chapelle | Dennis DeCoste | Jason Weston

https://doi.org/10.7551/mitpress/7496.001.0001 Actions

GRANT published

https://doi.org/10.3030/714381 Actions
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