Search results for "Reproducing Kernel Hilbert Space"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Shaohua Kevin Zhou, Rama Chellappa	From Sample Similarity to Ensemble Similarity: Probabilistic Distance Measures in Reproducing Kernel Hilbert Space.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	Ensemble similarity, Chernoff distance, Kullback-Leibler (KL) divergence/relative entropy, Patrick-Fisher distance, Mahalonobis distance, kernel methods, reproducing kernel Hilbert space, Bhattacharyya distance
2	Antonia Oya, Jesús Navarro-Moreno, Juan Carlos Ruiz-Molina	Numerical Evaluation of Reproducing Kernel Hilbert Space Inner Products.	IEEE Transactions on Signal Processing	2009	DBLP DOI BibTeX RDF
2	Jian-Wu Xu, António R. C. Paiva, Il Park 0002, José Carlos Príncipe	A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning.	IEEE Transactions on Signal Processing	2008	DBLP DOI BibTeX RDF
2	Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas	Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer Prediction.	ICMLA	2008	DBLP DOI BibTeX RDF
2	Zhengdong Lu, Todd K. Leen, Yonghong Huang, Deniz Erdogmus	A reproducing kernel Hilbert space framework for pairwise time series distances.	ICML	2008	DBLP DOI BibTeX RDF
2	Shantanu Chakrabartty, Yunbin Deng, Gert Cauwenberghs	Robust Speech Feature Extraction by Growth Transformation in Reproducing Kernel Hilbert Space.	IEEE Transactions on Audio, Speech & Language Processing	2007	DBLP DOI BibTeX RDF
2	Jaco A. Jordaan, Michaël A. van Wyk, Barend J. van Wyk	Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes.	IDEAL	2007	DBLP DOI BibTeX RDF
2	Di-Rong Chen, Dao-Hong Xiang	The consistency of multicategory support vector machines.	Adv. Comput. Math.	2006	DBLP DOI BibTeX RDF	universal consistency, classification, support vector machine, consistency, reproducing kernel Hilbert space, Bayes rule, misclassification error
2	Qiang Wu, Yiming Ying, Ding-Xuan Zhou	Learning Rates of Least-Square Regularized Regression.	Foundations of Computational Mathematics	2006	DBLP DOI BibTeX RDF	Regularization error, Regularization scheme, Learning theory, Reproducing kernel Hilbert space, Covering number
2	Dongfang Zou	Local Subspace Classifier in Reproducing Kernel Hilbert Space.	ICMI	2000	DBLP DOI BibTeX RDF
1	Debarghya Ghoshdastidar, Ambedkar Dukkipati	On q-Gaussian kernel and its Reproducing Kernel Hilbert Space	CoRR	2012	DBLP BibTeX RDF
1	Enrico Kaden, Frithjof Kruggel	A Reproducing Kernel Hilbert Space Approach for Q-Ball Imaging.	IEEE Trans. Med. Imaging	2011	DBLP DOI BibTeX RDF
1	Xun Liang, Zhihao Ni	Hyperellipsoidal Statistical Classifications in a Reproducing Kernel Hilbert Space.	IEEE Transactions on Neural Networks	2011	DBLP DOI BibTeX RDF
1	Y. C. Hon, Tomoya Takeuchi	Discretized Tikhonov regularization by reproducing kernel Hilbert space for backward heat conduction problem.	Adv. Comput. Math.	2011	DBLP DOI BibTeX RDF
1	Hassan A. Kingravi, Girish Chowdhary, Patricio A. Vela, Eric N. Johnson	A reproducing Kernel Hilbert Space approach for the online update of Radial Bases in neuro-adaptive control.	CDC-ECE	2011	DBLP DOI BibTeX RDF
1	Fazhan Geng, Minggen Cui	Solving singular nonlinear boundary value problems by combining the homotopy perturbation method and reproducing kernel Hilbert space method.	Int. J. Comput. Math.	2010	DBLP DOI BibTeX RDF
1	Xugang Lu, Masashi Unoki, Ryosuke Isotani, Hisashi Kawai, Satoshi Nakamura	Voice activity detection in a reguarized reproducing kernel hilbert space.	INTERSPEECH	2010	DBLP BibTeX RDF
1	António R. C. Paiva, Il Park 0002, José C. Príncipe	A Reproducing Kernel Hilbert Space Framework for Spike Train Signal Processing.	Neural Computation	2009	DBLP DOI BibTeX RDF
1	Fazhan Geng	A new reproducing kernel Hilbert space method for solving nonlinear fourth-order boundary value problems.	Applied Mathematics and Computation	2009	DBLP DOI BibTeX RDF
1	Fazhan Geng	Solving singular second order three-point boundary value problems using reproducing kernel Hilbert space method.	Applied Mathematics and Computation	2009	DBLP DOI BibTeX RDF
1	Ying Yang	Penalized semiparametric density estimation.	Statistics and Computing	2009	DBLP DOI BibTeX RDF	Penalized likelihood estimation, Generalized maximum likelihood criterion, Smoothing splines, Density estimation, Reproducing kernel Hilbert space
1	Yihua Chen, Maya R. Gupta, Benjamin Recht	Learning kernels from indefinite similarities.	ICML	2009	DBLP DOI BibTeX RDF
1	Joel B. Predd, Sanjeev R. Kulkarni, H. Vincent Poor	A Collaborative Training Algorithm for Distributed Learning.	IEEE Transactions on Information Theory	2009	DBLP DOI BibTeX RDF
1	Yi-Ren Yeh, Su-Yun Huang, Yuh-Jye Lee	Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
1	Odalric-Ambrym Maillard, Nicolas Vayatis	Complexity versus Agreement for Many Views.	ALT	2009	DBLP DOI BibTeX RDF
1	Manuel Martín-Merino, Javier De Las Rivas	Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles.	IDA	2009	DBLP DOI BibTeX RDF
1	Vincent Pisetta, Djamel A. Zighed	Similarity and Kernel Matrix Evaluation Based on Spatial Autocorrelation Analysis.	ISMIS	2009	DBLP DOI BibTeX RDF	Kernel matrix evaluation, similarity learning, spatial autocorrelation
1	Hong Du, Minggen Cui	Approximate solution of the Fredholm integral equation of the first kind in a reproducing kernel Hilbert space.	Appl. Math. Lett.	2008	DBLP DOI BibTeX RDF
1	Tomoya Takeuchi, Masahiro Yamamoto	Tikhonov Regularization by a Reproducing Kernel Hilbert Space for the Cauchy Problem for an Elliptic Equation.	SIAM J. Scientific Computing	2008	DBLP DOI BibTeX RDF
1	Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas	Classification of multiple cancer types in a Hyper Reproducing Kernel Hilbert Space.	BIBE	2008	DBLP DOI BibTeX RDF
1	Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou	Distribution-based similarity measures for multi-dimensional point set retrieval applications.	ACM Multimedia	2008	DBLP DOI BibTeX RDF	multi-dimensional point set, similarity measures, hypothesis tests, reproducing kernel hilbert space, minimal spanning tree, non-parametric
1	Le Song, Xinhua Zhang, Alex J. Smola, Arthur Gretton, Bernhard Schölkopf	Tailoring density estimation via reproducing kernel moment matching.	ICML	2008	DBLP DOI BibTeX RDF
1	Bharath K. Sriperumbudur, Omer A. Lang, Gert R. G. Lanckriet	Metric embedding for kernel classification rules.	ICML	2008	DBLP DOI BibTeX RDF
1	Jian-Wu Xu, José Carlos Príncipe	A Pitch Detector Based on a Generalized Correlation Function.	IEEE Transactions on Audio, Speech & Language Processing	2008	DBLP DOI BibTeX RDF
1	Matthias W. Seeger, Sham M. Kakade, Dean P. Foster	Information Consistency of Nonparametric Gaussian Process Methods.	IEEE Transactions on Information Theory	2008	DBLP DOI BibTeX RDF
1	He-Ping Song, Qun-Sheng Yang, Yin-Wei Zhan	Semantic Discriminative Projections for Image Retrieval.	AIRS	2008	DBLP DOI BibTeX RDF
1	Javier González, Alberto Muñoz	Representing Functional Data Using Support Vector Machines.	CIARP	2008	DBLP DOI BibTeX RDF	Functional Data, Support Vector Machines, Reproducing Kernel Hilbert Spaces
1	Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui	Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines.	ECCV	2008	DBLP DOI BibTeX RDF
1	Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor	Regularized Fitted Q-Iteration: Application to Planning.	EWRL	2008	DBLP DOI BibTeX RDF
1	Akira Tanaka, Hideyuki Imai, Mineichi Kudo, Masaaki Miyakoshi	Optimal Kernel in a Class of Kernels with an Invariant Metric.	SSPR/SPR	2008	DBLP DOI BibTeX RDF
1	Yiming Ying, Massimiliano Pontil	Online Gradient Descent Learning Algorithms.	Foundations of Computational Mathematics	2008	DBLP DOI BibTeX RDF
1	Rui J. P. de Figueiredo	Processing fuzzy set membership functionals as vectors.	Soft Comput.	2008	DBLP DOI BibTeX RDF	Zadeh, Alzheimer’s, Neural networks, Fuzzy, Functionals, Nonlinear, Sets, Membership, Analytic, Hilbert space
1	Xunkai Wei, Yinghong Li, Yue Feng, Guangbin Huang	Solving Mahalanobis Ellipsoidal Learning Machine Via Second Order Cone Programming.	ICIC	2007	DBLP DOI BibTeX RDF	Mahalanobis ellipsoidal learning machine, support vector machines, One class classification, reproducing kernel Hilbert space, second order cone programming
1	Xunkai Wei, Yinghong Li, Yue Feng, Guangbin Huang	Minimum Mahalanobis Enclosing Ellipsoid Machine for Pattern Classification.	ICIC	2007	DBLP DOI BibTeX RDF	minimum Mahalanobis enclosing ellipsoid, support vector machines, Pattern classification, reproducing kernel Hilbert space, second order cone programming
1	Chris H. Q. Ding, Rong Jin, Tao Li, Horst D. Simon	A learning framework using Green's function and kernel regularization with application to recommender system.	KDD	2007	DBLP DOI BibTeX RDF	semi-supervised learning, label propagation
1	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Tao Mei, Jinhui Tang, Hong-Jiang Zhang	Concurrent Multiple Instance Learning for Image Categorization.	CVPR	2007	DBLP DOI BibTeX RDF
1	Haixian Wang, Wenming Zheng, Zilan Hu, Sibao Chen	Local and Weighted Maximum Margin Discriminant Analysis.	CVPR	2007	DBLP DOI BibTeX RDF
1	Deng Cai, Xiaofei He, Jiawei Han	Efficient Kernel Discriminant Analysis via Spectral Regression.	ICDM	2007	DBLP DOI BibTeX RDF
1	K. R. Sivaramakrishnan, K. Karthik, Chiranjib Bhattacharyya	Kernels for Large Margin Time-Series Classification.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jose C. Principe	A New Nonlinear Similarity Measure for Multichannel Biological Signals.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Steven Busuttil, Yuri Kalnishkan	Online Regression Competitive with Changing Predictors.	ALT	2007	DBLP DOI BibTeX RDF
1	Alex J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf	A Hilbert Space Embedding for Distributions.	ALT	2007	DBLP DOI BibTeX RDF
1	Francis J. Narcowich, Xingping Sun, Joseph D. Ward	Approximation power of RBFs and their associated SBFs: a connection.	Adv. Comput. Math.	2007	DBLP DOI BibTeX RDF	Mathematics subject classifications (2000) 41A2454, 41A63, 41A05, 42C10
1	Andrea Caponnetto, Ernesto De Vito	Optimal Rates for the Regularized Least-Squares Algorithm.	Foundations of Computational Mathematics	2007	DBLP DOI BibTeX RDF
1	Vladimir Vovk	Competing with wild prediction rules.	Machine Learning	2007	DBLP DOI BibTeX RDF	Competitive on-line prediction, Square loss regression, Banach function space
1	S. V. N. Vishwanathan, Nicol N. Schraudolph, Alex J. Smola	Step Size Adaptation in Reproducing Kernel Hilbert Space.	Journal of Machine Learning Research	2006	DBLP BibTeX RDF
1	Yoshikazu Washizawa, Yukihiko Yamashita	Non-linear Wiener filter in reproducing kernel Hilbert space.	ICPR	2006	DBLP DOI BibTeX RDF
1	Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun	Incorporating query difference for learning retrieval functions in world wide web search.	CIKM	2006	DBLP DOI BibTeX RDF	alternating optiminization, discounted cumulative gain, query dependence, query document feature, query specific feature, retrieval function, machine learning, regularization, relevance, quadratic programming, relevance judgment, WWW search, risk minimization, least-squares regression, gradient boosting
1	Hong Peng, Jun Wang	Support Vector Regression Based on Scaling Reproducing Kernel for Black-Box System Identification.	ISDA	2006	DBLP DOI BibTeX RDF
1	Anqi Qiu, Dmitri Bitouk, Michael I. Miller	Smooth functional and structural maps on the neocortex via orthonormal bases of the Laplace-Beltrami operator.	IEEE Trans. Med. Imaging	2006	DBLP DOI BibTeX RDF
1	Manel Martínez-Ramón, José Luis Rojo-Álvarez, Gustavo Camps-Valls, Jordi Muñoz-Marí, Angel Navia-Vázquez, Emilio Soria-Olivas, Aníbal R. Figueiras-Vidal	Support Vector Machines for Nonlinear Kernel ARMA System Identification.	IEEE Transactions on Neural Networks	2006	DBLP DOI BibTeX RDF
1	Vladimir Vovk	Leading Strategies in Competitive On-Line Prediction.	ALT	2006	DBLP DOI BibTeX RDF
1	Vladimir Vovk	Competing with Wild Prediction Rules.	COLT	2006	DBLP DOI BibTeX RDF
1	Liangzhi Gan, Hai-kuan Liu, Youxian Sun	Sparse Least Squares Support Vector Machine for Function Estimation.	ISNN	2006	DBLP DOI BibTeX RDF
1	Hong Peng, Jun Wang, Min Tang, Lichun Wan	Nonlinear System Identification Using Multi-resolution Reproducing Kernel Based Support Vector Regression.	ISNN	2006	DBLP DOI BibTeX RDF
1	Lianwei Zhao, Siwei Luo, Mei Tian, Chao Shao, Hongliang Ma	Combining Label Information and Neighborhood Graph for Semi-supervised Learning.	ISNN	2006	DBLP DOI BibTeX RDF
1	Akira Tanaka, Masashi Sugiyama, Hideyuki Imai, Mineichi Kudo, Masaaki Miyakoshi	Model Selection Using a Class of Kernels with an Invariant Metric.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
1	Robert Schaback, J. Werner	Linearly constrained reconstruction of functions by kernels with applications to machine learning.	Adv. Comput. Math.	2006	DBLP DOI BibTeX RDF	positive definite radial basis functions, machine learning, support vector machines, regression, quadratic programming, kernel machines
1	Ding-Xuan Zhou, Kurt Jetter	Approximation with polynomial kernels and SVM classifiers.	Adv. Comput. Math.	2006	DBLP DOI BibTeX RDF	regularization scheme, polynomial kernel, approximation by Durrmeyer operators, support vector machine, classification algorithm, misclassification error
1	Wensen An, Yanguang Sun	An Equivalence between SILF-SVR and Ordinary Kriging.	Neural Processing Letters	2006	DBLP DOI BibTeX RDF	soft insensitive loss function, support vector regression, equivalence, Kriging
1	Umberto Amato, Anestis Antoniadis, Marianna Pensky	Wavelet kernel penalized estimation for non-equispaced design regression.	Statistics and Computing	2006	DBLP DOI BibTeX RDF	Reproducing kernel, Penalization, Besov spaces, Smoothing splines ANOVA, Entropy, Wavelet decomposition
1	C. Dachapak, Shunshoku Kanae, Zi-Jiang Yang, Kiyoshi Wada	Study on radial basis function network in reproducing kernel hilbert space.	SIP	2005	DBLP BibTeX RDF
1	Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang	Neighborhood Preserving Embedding.	ICCV	2005	DBLP DOI BibTeX RDF
1	Shivani Agarwal, Partha Niyogi	Stability and Generalization of Bipartite Ranking Algorithms.	COLT	2005	DBLP DOI BibTeX RDF
1	Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu	Kernel Basis Pursuit.	ECML	2005	DBLP DOI BibTeX RDF
1	Xiangjun Wen, Xiaoming Xu, Yunze Cai	Least-Squares Wavelet Kernel Method for Regression Estimation.	ICNC	2005	DBLP DOI BibTeX RDF
1	Xiangjun Wen, Yunze Cai, Xiaoming Xu	Wavelet Support Vector Machines and Its Application for Nonlinear System Identification.	ISNN	2005	DBLP DOI BibTeX RDF
1	Jacek Leski	Fuzzy c-varieties/elliptotypes clustering in reproducing kernel Hilbert space.	Fuzzy Sets and Systems	2004	DBLP DOI BibTeX RDF
1	Peng Zhang, Jing Peng	SVM vs Regularized Least Squares Classification.	ICPR	2004	DBLP DOI BibTeX RDF
1	Akira Tanaka, Ichigaku Takigawa, Hideyuki Imai, Mineichi Kudo, Masaaki Miyakoshi	Projection Learning Based Kernel Machine Design Using Series of Monotone Increasing Reproducing Kernel Hilbert Spaces.	KES	2004	DBLP DOI BibTeX RDF
1	Barend J. van Wyk, Michaël A. van Wyk, Guillaume Noel	Kernel-Based Non-linear Template Matching.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
1	Cornelis V. M. van der Mee, M. Z. Nashed, Sebastiano Seatzu	Sampling Expansions and Interpolation in Unitarily Translation Invariant Reproducing Kernel Hilbert Spaces.	Adv. Comput. Math.	2003	DBLP DOI BibTeX RDF	unitarily translation invariant subspaces, reproducing kernel spaces, sampling on the half-line, Riesz bases, nonuniform sampling
1	Michaël A. van Wyk, Tariq S. Durrani, Barend J. van Wyk	A RKHS Interpolator-Based Graph Matching Algorithm.	IEEE Trans. Pattern Anal. Mach. Intell.	2002	DBLP DOI BibTeX RDF	reproducing kernel Hilbert space theory, neural networks, image processing, combinatorial optimization, pattern matching, Graph matching, attributed relational graphs
1	H. Murfi, Benyamin Kusumoputro	A two-level learning hierarchy for constructing incremental projection generalizing neural networks.	APCCAS	2002	DBLP DOI BibTeX RDF
1	Masashi Sugiyama, Klaus-Robert Müller	Selecting Ridge Parameters in Infinite Dimensional Hypothesis Spaces.	ICANN	2002	DBLP DOI BibTeX RDF
1	Barend J. van Wyk, Michaël A. van Wyk	Non-bayesian Graph Matching without Explicit Compatibility Calculations.	SSPR/SPR	2002	DBLP DOI BibTeX RDF
1	Roman Rosipal, Leonard J. Trejo	Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.	Journal of Machine Learning Research	2001	DBLP BibTeX RDF
1	Theodoros Evgeniou, Massimiliano Pontil, Tomaso Poggio	Regularization Networks and Support Vector Machines.	Adv. Comput. Math.	2000	DBLP DOI BibTeX RDF	Support Vector Machines, regularization, Radial Basis Functions, Reproducing Kernel Hilbert Space, Structural Risk Minimization
1	Jonathan S. Maltz, Robert De Mello Koch, Andrew Willis	Reproducing kernel Hilbert space method for optimal interpolation of potential field data.	IEEE Transactions on Image Processing	1998	DBLP DOI BibTeX RDF