Tag kernel-methods [86 articles] Export

Recent papers classified by the tag kernel-methods.

	Learning over sets using kernel principal angles [My Copy] J. Mach. Learn. Res., Vol. 4 (2003), pp. 913-931. by Lior Wolf, Amnon Shashua posted to kernel-methods by m8j on 2009-11-05 13:25:12 as along with 1 person mahler
	Languages as Hyperplanes: Grammatical Inference with String Kernels [My Copy] Machine Learning: ECML 2006 (2006), pp. 90-101. by Alexander Clark, Christophe Florêncio, Chris Watkins posted to kernel-methods by m8j on 2009-11-05 13:24:29 as along with 2 people mahler Scis0000002
	Random Projection, Margins, Kernels, and Feature-Selection [My Copy] Subspace, Latent Structure and Feature Selection (2006), pp. 52-68. by Avrim Blum posted to sparsity kernel-methods by m8j on 2009-11-05 13:24:01 as along with 3 people frank_lin mahler cmoewes
	Kernels as features: On kernels, margins, and low-dimensional mappings [My Copy] Machine Learning, Vol. 65, No. 1. (1 October 2006), pp. 79-94. by Maria-Florina Balcan, Avrim Blum, Santosh Vempala posted to sparsity kernel-methods by m8j on 2009-11-05 13:23:49 as along with 2 people mahler Scis0000002
	Kernels for Structured Data [My Copy] Inductive Logic Programming (2003), pp. 66-83. by Thomas Gärtner, John Lloyd, Peter Flach posted to structured-prediction kernel-methods by m8j on 2009-11-05 13:23:36 as along with 1 person mahler
	A survey of kernels for structured data [My Copy] SIGKDD Explor. Newsl., Vol. 5, No. 1. (July 2003), pp. 49-58. by Thomas Gärtner posted to structured-prediction kernel-methods by m8j on 2009-11-05 13:23:19 as along with 7 people mahler fabgoos rramirezp MarcoAlvarez memming jccaicedo whym
	Latent Semantic Kernels [My Copy] Journal of Intelligent Information Systems, Vol. 18, No. 2. (1 March 2002), pp. 127-152. by Nello Cristianini, John Shawe-Taylor, Huma Lodhi posted to kernel-methods by m8j on 2009-11-05 13:22:15 as along with 2 people mahler jccaicedo
	Kernel methods for learning languages [My Copy] Theoretical Computer Science, Vol. 405, No. 3. (17 October 2008), pp. 223-236. by L. Kontorovich, C. Cortes, M. Mohri posted to kernel-methods by m8j on 2009-11-05 13:22:05 as along with 2 people mahler memming
	Learning Languages with Rational Kernels [My Copy] Learning Theory (2007), pp. 349-364. by Corinna Cortes, Leonid Kontorovich, Mehryar Mohri posted to kernel-methods by m8j on 2009-11-05 13:21:57 as along with 1 person mahler
	Rational Kernels: Theory and Algorithms [My Copy] J. Mach. Learn. Res., Vol. 5 (2004), pp. 1035-1062. by Corinna Cortes, Patrick Haffner, Mehryar Mohri posted to kernel-methods by m8j on 2009-11-05 13:21:47 as along with 2 people mahler memming
	Convolution Kernels on Discrete Structures [My Copy] (1999) by D. Haussler posted to kernel-methods by m8j on 2009-11-05 13:21:38 as along with 3 people mahler girschick uwenagel
	A kernel-based causal learning algorithm [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 855-862. by Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf, Kenji Fukumizu posted to kernel-methods by m8j on 2009-11-05 13:20:54 as along with 2 people mahler daniel51
	Kernel principal component analysis [My Copy] Advances in kernel methods: support vector learning (1999), pp. 327-352. by Bernhard Schlkopf, Alexander J. Smola, Klaus R. Müller posted to kernel-methods by m8j on 2009-11-05 13:20:44 as along with 4 people pingmei mahler rramirezp atbrew
	Kernel Methods for Measuring Independence [My Copy] J. Mach. Learn. Res., Vol. 6 (2005), pp. 2075-2129. by Arthur Gretton, Ralf Herbrich, Alexander Smola, Olivier Bousquet, Bernhard Schölkopf posted to kernel-methods by m8j on 2009-11-05 13:20:32 as along with 2 people mahler daniel51
	The context-tree kernel for strings [My Copy] Neural Networks In Neural Networks and Kernel Methods for Structured Domains, Vol. 18, No. 8. (October 2005), pp. 1111-1123. by Marco Cuturi, Jean-Philippe Vert posted to kernel-methods by m8j on 2009-11-05 13:20:20 as along with 2 people mahler girschick
	Latent Semantic Kernels [My Copy] J. Intell. Inf. Syst., Vol. 18, No. 2-3. (2002), pp. 127-152. by Nello Cristianini, John Shawe-Taylor, Huma Lodhi posted to kernel-methods by m8j on 2009-11-05 13:20:05 as along with 5 people and 3 groups mahler A_Olympia kevynct weiwu ehohman Philosophy_of_Information Blog_and_Wiki_Research pim
	A kernel view of the dimensionality reduction of manifolds [My Copy] (2004) by J. Ham, D. Lee, S. Mika, B. Scholkopf posted to kernel-methods by m8j on 2009-11-05 11:14:39 as along with 5 people mahler scis0000001 hcs Scis0000002 sugarexpletive
	Syntactic and semantic kernels for short text pair categorization [My Copy] In EACL '09: Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics (2009), pp. 576-584. by Alessandro Moschitti posted to kernel-methods by m8j on 2009-11-05 11:14:27 as along with 1 person mahler
	Semantic Kernels for Text Classification Based on Topological Measures of Feature Similarity [My Copy] Data Mining, IEEE International Conference on In ICDM '06: Proceedings of the Sixth International Conference on Data Mining, Vol. 0 (2006), pp. 808-812. by Stephan Bloehdorn, Roberto Basili, Marco Cammisa, Alessandro Moschitti posted to kernel-methods by m8j on 2009-11-05 11:14:14 as along with 1 person mahler
	Kernel independent component analysis [My Copy] J. Mach. Learn. Res., Vol. 3 (2003), pp. 1-48. by Francis R. Bach, Michael I. Jordan posted to kernel-methods by m8j on 2009-11-05 11:13:58 as along with 2 people mahler daniel51
	Text classification using string kernels [My Copy] J. Mach. Learn. Res., Vol. 2 (2002), pp. 419-444. by Huma Lodhi, Craig Saunders, John S. Taylor, Nello Cristianini, Chris Watkins posted to kernel-methods by m8j on 2009-11-05 11:12:38 as along with 2 people mahler shrikondra
	A kernel between sets of vectors [My Copy] In Proc. of ICML-2003, Washington DC. (2003) by R. Kondor, T. Jebara posted to kernel-methods by m8j on 2009-11-05 11:11:55 as along with 4 people mahler rramirezp teesid bbabenko
	The properties of high-dimensional data spaces: implications for exploring gene and protein expression data [My Copy] Nat Rev Cancer, Vol. 8, No. 1. (01 January 2008), pp. 37-49. by Robert Clarke, Habtom W. Ressom, Antai Wang, et al.Jianhua Xuan, Minetta C. Liu, Edmund A. Gehan, Yue Wang posted to algebraicity biological-structures gene-expression genes genome-spaces genomes genomic-spaces geometricity higher-dimensional information-theory kernel-methods mathematical-biology mathematical-structures protein-expression proteins proteomic-spaces by Scis0000002 on 2009-07-09 09:42:11 as along with 17 people and 1 group Zephyrus aviad_work ipark-kaist isimpson baizhang bertelsen ptrobajo jfr guhjy tmmurali dwf frohike cjeans nedwards shikin blackm0k brianb Bioinformatics
	The Kernel Trick for Distances [My Copy] In NIPS (2000), pp. 301-307. by Bernhard Scholkopf posted to kernel-methods by rramirezp on 2009-06-28 16:47:53 as along with 2 people memming atbrew
	Outlier Detection with Kernel Density Functions [My Copy] In MLDM '07: Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition (2007), pp. 61-75. by Longin J. Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac posted to kernel-methods outlier-detection by rramirezp on 2009-06-19 19:05:29 as along with 1 person sdvillal
	Active post-refined multimodality video semantic concept detection with tensor representation [My Copy] In MM '08: Proceeding of the 16th ACM international conference on Multimedia (2008), pp. 91-100. by Yanan Liu, Fei Wu, Yueting Zhuang, Jun Xiao posted to imaging kernel-methods multimodal multimodality stms tensors video by Scis0000002 on 2009-06-18 09:59:30 as along with 1 person eddymier
	Large Scale Multiple Kernel Learning [My Copy] Journal of Machine Learning Research, Vol. 7 (July 2006), pp. 1531-1565. by Sören Sonnenburg, Gunnar Rätsch, Christin Schäfer, Bernhard Schölkopf posted to kernel-methods machine-learning multiple-kernel-learning by rramirezp on 2009-06-17 22:33:04 as along with 3 people xuzhe83 jjrodriguez librain
	Classes of Kernels for Machine Learning: A Statistics Perspective [My Copy] Journal of Machine Learning Research, Vol. 2 (December 2001), pp. 299-312. by Marc G. Genton posted to kernel-methods machine-learning by rramirezp on 2009-06-16 15:56:13 as
	On a Connection between Kernel PCA and Metric Multidimensional Scaling [My Copy] Mach. Learn., Vol. 46, No. 1-3. (1 January 2002), pp. 11-19. by Christopher K. I. Williams posted to kernel-methods kernel-pca mds by rramirezp on 2009-06-15 16:44:41 as along with 2 people ihaque sdvillal
	Numerical Methods in Computational Electrodynamics [My Copy] (12 January 2001) by Ursula van Rienen posted to computational-electrodynamics computational-electromagnetics electrodynamics electromagnetics field-computing kernel-methods numerical-methods by Scis0000002 on 2009-06-12 12:45:05 as
	Textual analysis of stock market prediction using breaking financial news: The AZFin text system [My Copy] ACM Trans. Inf. Syst., Vol. 27, No. 2. (2009), pp. 1-19. by Robert P. Schumaker, Hsinchun Chen posted to computational-intelligence computational-learning computational-trading events information-asymmetries information-extracting kernel-methods latency market-states markets nlp predicting semantic-trading symmetry-breaking by Scis0000002 on 2009-06-11 21:53:00 as
	On kernel-target alignment [My Copy] In Advances in Neural Information Processing Systems 14, Vol. 14 (2002), pp. 367-373. by Nello Cristianini, John Shawe-Taylor, Andre Elissee, Jaz Kandola posted to kernel-methods machine-learning supervised-learning by rramirezp on 2009-06-10 20:34:56 as along with 1 person jccaicedo
	Convolution kernels on discrete structures [My Copy] (1999) by David Haussler posted to kernel-methods machine-learning by rramirezp on 2009-06-08 15:32:32 as along with 1 person amac
	Kernel Methods in Computational Biology [My Copy] (01 August 2004) by Bernhard Schölkopf, Koji Tsuda, Jean-Philippe Vert edited by Bernhard Schölkopf, Koji Tsuda, Jean-Philippe Vert posted to computational-biology kernel-methods by Scis0000002 on 2009-06-07 18:58:18 as along with 4 people remoteFuture stharward rramirezp thefillm
	Learning the kernel matrix with semidefinite programming [My Copy] Journal of Machine Learning Research, Vol. 5 (2004), pp. 27-72. by Gert Lanckriet, Nello Cristianini, Peter Bartlett, Laurent E. Ghaoui posted to kernel-methods semidefinite-programming by rramirezp on 2009-06-04 02:23:00 as along with 1 person inayatkh
	Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space [My Copy] Pattern Recogn., Vol. 42, No. 5. (2009), pp. 710-717. by Kuo P. Wu, Sheng De Wang posted to cluster kernel-methods support-vector-machine by rramirezp on 2009-06-04 02:21:49 as
	Kernel Methods for Measuring Independence [My Copy] J. Mach. Learn. Res., Vol. 6 (2005), pp. 2075-2129. by Arthur Gretton, Ralf Herbrich, Alexander Smola, Olivier Bousquet, Bernhard Schölkopf posted to independence kernel-methods machine-learning by rramirezp on 2009-06-04 02:14:59 as along with 1 person bbauwens
	A tutorial on kernel methods for categorization [My Copy] Journal of Mathematical Psychology, Vol. 51, No. 6. (December 2007), pp. 343-358. by F. Jakel, B. Scholkopf, F. Wichmann posted to categorization kernel-methods machine-learning by rramirezp on 2009-06-04 02:14:12 as along with 3 people my_bookmarks bayesian haiyeong
	Kernel Methods in Machine Learning [My Copy] The Annals of Statistics (31 Jan 2008) by Thomas Hofmann, Bernhard Schölkopf, Alexander J. Smola posted to journal-paper kernel-methods machine-learning review by rramirezp on 2009-06-04 02:12:55 as along with 2 people and 1 group vlachmore smallbadguy 18th-century_history_culture_and_society
	Kernel PCA for novelty detection [My Copy] Pattern Recognition, Vol. 40, No. 3. (March 2007), pp. 863-874. by Heiko Hoffmann posted to journal-paper kernel-methods kernel-pca novelty-detection by rramirezp on 2009-06-04 02:08:07 as along with 2 people sdvillal fabiomanzoni
	Nonlinear component analysis as a kernel eigenvalue problem [My Copy] (1998) by B. Sch, o. Smola, K. Uller posted to kernel-methods kernel-pca by rramirezp on 2009-06-04 01:57:21 as along with 3 people fabee bhamcnil kaineci
	Diffusion kernels on graphs and other discrete input spaces [My Copy] (2002) by R. Kondor, J. Lafferty posted to categorical-data graph kernel-methods by rramirezp on 2009-06-03 20:12:55 as along with 4 people bcao kohei-o vlachmore aheilbut
	Kernel Methods for Pattern Analysis [My Copy] (28 June 2004) by John Shawe-Taylor, Nello Cristianini posted to book kernel-methods machine-learning pattern-analysis by rramirezp on 2009-06-03 18:44:40 as along with 17 people and 3 groups gavin1332 vlasto thefillm sb-3000 davidr nello MatMay bayesian lyongu klaudius filippone sdvillal ecome librain kozaki jung_dalglish quianominorleo Computational-Genomics Pattern-Analysis LTN
	Marginalized kernels for biological sequences. [My Copy] Bioinformatics (Oxford, England), Vol. 18 Suppl 1 (2002) by K. Tsuda, T. Kin, K. Asai posted to kernel-methods by amac on 2009-05-25 12:36:59 as along with 1 person and 1 group jccaicedo Graph based learning
	Reducing multiclass cancer classification to binary by output coding and SVM [My Copy] Computational Biology and Chemistry, Vol. 30, No. 1. (February 2006), pp. 63-71. by L. Shen, E. Tan posted to bit-strings cancers classifications kernel-methods multiclass svms by Scis0000002 on 2009-05-07 16:11:37 as
	Support Vector Machines and Kernels for Computational Biology [My Copy] PLoS Comput Biol, Vol. 4, No. 10. (31 October 2008), e1000173. by Asa Ben-Hur, Cheng S. Ong, Sören Sonnenburg, Bernhard Schölkopf, Gunnar Rätsch posted to kernel-methods support-vector-machine by MarcoAlvarez on 2009-02-19 01:51:33 as along with 32 people and 3 groups guhjy VGreiff tomhebbron ucbcjbm thegoose Zephyrus phoenixzxl winterschlaefer kshameer svozil mmartin jfr sobolevnrm Yanno Scis0000002 srp33 GustavoLacerda nuin rdiaz dakelley rschulz Borelli taguchi kristina bayesian chad_davis mdstobbe tny giovenko markchen druvus GeeSharpMinor Bioinformatics baker-group VisionLab
	The Entire Regularization Path for the Support Vector Machine [My Copy] Journal of Machine Learning Research, Vol. 5 (October 2004), pp. 1391-1415. by Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu posted to kernel-methods by Scis0000002 on 2009-02-05 12:44:39 as along with 1 person sdvillal
	Bankruptcy prediction with least squares support vector machine classifiers [My Copy] Computational Intelligence for Financial Engineering, 2003. Proceedings. 2003 IEEE International Conference on In Computational Intelligence for Financial Engineering, 2003. Proceedings. 2003 IEEE International Conference on (2003), pp. 1-8. by T. Van Gestel, B. Baesens, J. Suykens, et al.M. Espinoza, D. E. Baestaens, J. Vanthienen, B. De Moor posted to bankruptcies kernel-methods by Scis0000002 on 2009-01-22 19:04:11 as
	Incremental Support Vector Learning: Analysis, Implementation and Applications [My Copy] J. Mach. Learn. Res., Vol. 7 (2006), pp. 1909-1936. by Pavel Laskov, Christian Gehl, Stefan Krüger, Klaus R. Müller posted to active-learning kernel-machines kernel-methods large-scale-learning online-learning by NicolaSegata on 2009-01-14 12:53:32 as
	Maximum-Gain Working Set Selection for SVMs [My Copy] J. Mach. Learn. Res., Vol. 7 (2006), pp. 1437-1466. by Tobias Glasmachers, Christian Igel posted to kernel-machines kernel-methods large-scale-learning by NicolaSegata on 2009-01-14 12:51:40 as

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