Works matching DE "HILBERT space"

Results: 5000

Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters.

Published in:

2019

By:

Georga, Eleni I.;
Príncipe, José C.;
Fotiadis, Dimitrios I.

Publication type:

journal article

Horocyclic harmonic Bergman spaces on homogeneous trees.

Published in:

Analysis & Applications, 2025, v. 23, n. 3, p. 447, doi. 10.1142/S0219530524500350

By:

De Mari, Filippo;
Monti, Matteo;
Rizzo, Elena

Publication type:

Article

Cahn–Hilliard equations on random walk spaces.

Published in:

Analysis & Applications, 2023, v. 21, n. 4, p. 959, doi. 10.1142/S0219530523500045

By:

Mazón, José M.;
Toledo, Julián

Publication type:

Article

Convergence and finite sample approximations of entropic regularized Wasserstein distances in Gaussian and RKHS settings.

Published in:

Analysis & Applications, 2023, v. 21, n. 3, p. 719, doi. 10.1142/S0219530522500142

By:

Minh, Hà Quang

Publication type:

Article

Dynamics of stochastic nonlocal reaction–diffusion equations driven by multiplicative noise.

Published in:

Analysis & Applications, 2023, v. 21, n. 3, p. 597, doi. 10.1142/S0219530522500075

By:

Xu, Jiaohui;
Caraballo, Tomás

Publication type:

Article

Sparse representation of approximation to identity.

Published in:

Analysis & Applications, 2022, v. 20, n. 4, p. 815, doi. 10.1142/S0219530521500251

By:

Qu, Wei;
Chui, Charles K.;
Deng, Guan-Tie;
Qian, Tao

Publication type:

Article

A mass-conserved tumor invasion system with quasi-variational degenerate diffusion.

Published in:: Analysis & Applications, 2022, v. 20, n. 4, p. 615, doi. 10.1142/S0219530521500159
Publication type:: Article

Fractional Hardy-type and trace theorems for nonlocal function spaces with heterogeneous localization.

Published in:

Analysis & Applications, 2022, v. 20, n. 3, p. 579, doi. 10.1142/S0219530521500329

By:

Du, Qiang;
Mengesha, Tadele;
Tian, Xiaochuan

Publication type:

Article

Reproducing kernel Hilbert spaces on manifolds: Sobolev and diffusion spaces.

Published in:

Analysis & Applications, 2021, v. 19, n. 3, p. 363, doi. 10.1142/S0219530520400114

By:

De Vito, Ernesto;
Mücke, Nicole;
Rosasco, Lorenzo

Publication type:

Article

Balanced joint maximum mean discrepancy for deep transfer learning.

Published in:

Analysis & Applications, 2021, v. 19, n. 3, p. 491, doi. 10.1142/S0219530520400035

By:

Meng, Chuangji;
Xu, Cunlu;
Lei, Qin;
Su, Wei;
Wu, Jinzhao

Publication type:

Article

Superposition, reduction of multivariable problems, and approximation.

Published in:

Analysis & Applications, 2020, v. 18, n. 5, p. 771, doi. 10.1142/S021953051941001X

By:

Jorgensen, Palle E. T.;
Tian, James F.

Publication type:

Article

Optimal rate for prediction when predictor and response are functions.

Published in:

Analysis & Applications, 2020, v. 18, n. 4, p. 697, doi. 10.1142/S0219530520500037

By:

Zhou, Yang;
Chen, Di-Rong

Publication type:

Article

On the K-functional in learning theory.

Published in:

Analysis & Applications, 2020, v. 18, n. 03, p. 423, doi. 10.1142/S0219530519500192

By:

Sheng, Bao-Huai;
Wang, Jian-Li

Publication type:

Article

Weighted p-regular kernels for reproducing kernel Hilbert spaces and Mercer Theorem.

Published in:

Analysis & Applications, 2020, v. 18, n. 03, p. 359, doi. 10.1142/S0219530519500179

By:

Agud, L.;
Calabuig, J. M.;
Sánchez Pérez, E. A.

Publication type:

Article

Online regularized pairwise learning with least squares loss.

Published in:

Analysis & Applications, 2020, v. 18, n. 1, p. 49, doi. 10.1142/S0219530519410070

By:

Wang, Cheng;
Hu, Ting

Publication type:

Article

Convergence analysis of distributed multi-penalty regularized pairwise learning.

Published in:

Analysis & Applications, 2020, v. 18, n. 1, p. 109, doi. 10.1142/S0219530519410045

By:

Hu, Ting;
Fan, Jun;
Xiang, Dao-Hong

Publication type:

Article

Analysis of regularized Nyström subsampling for regression functions of low smoothness.

Published in:

Analysis & Applications, 2019, v. 17, n. 6, p. 931, doi. 10.1142/S0219530519500039

By:

Lu, Shuai;
Mathé, Peter;
Pereverzyev, Sergiy

Publication type:

Article

Online minimum error entropy algorithm with unbounded sampling.

Published in:

Analysis & Applications, 2019, v. 17, n. 2, p. 293, doi. 10.1142/S0219530518500148

By:

Wang, Cheng;
Hu, Ting

Publication type:

Article

Deep learning in high dimension: Neural network expression rates for generalized polynomial chaos expansions in UQ.

Published in:

Analysis & Applications, 2019, v. 17, n. 1, p. 19, doi. 10.1142/S0219530518500203

By:

Schwab, Christoph;
Zech, Jakob

Publication type:

Article

Regularized learning schemes in feature Banach spaces.

Published in:

Analysis & Applications, 2018, v. 16, n. 1, p. 1, doi. 10.1142/S0219530516500202

By:

Combettes, Patrick L.;
Salzo, Saverio;
Villa, Silvia

Publication type:

Article

Learning rates for regularized least squares ranking algorithm.

Published in:

Analysis & Applications, 2017, v. 15, n. 6, p. 815, doi. 10.1142/S0219530517500063

By:

Zhao, Yulong;
Fan, Jun;
Shi, Lei

Publication type:

Article

Generalized Gramians: Creating frame vectors in maximal subspaces.

Published in:

Analysis & Applications, 2017, v. 15, n. 1, p. 123, doi. 10.1142/S0219530516500019

By:

Jorgensen, Palle;
Tian, Feng

Publication type:

Article

On extension theorems and their connection to universal consistency in machine learning.

Published in:

Analysis & Applications, 2016, v. 14, n. 6, p. 795, doi. 10.1142/S0219530516400029

By:

Christmann, Andreas;
Dumpert, Florian;
Xiang, Dao-Hong

Publication type:

Article

Learning rates of regression with -norm loss and threshold.

Published in:

Analysis & Applications, 2016, v. 14, n. 6, p. 809, doi. 10.1142/S0219530516400030

By:

Hu, Ting;
Yao, Yuan

Publication type:

Article

Regularization schemes for minimum error entropy principle.

Published in:

Analysis & Applications, 2015, v. 13, n. 4, p. 437, doi. 10.1142/S0219530514500110

By:

Hu, Ting;
Fan, Jun;
Wu, Qiang;
Zhou, Ding-Xuan

Publication type:

Article

Reproducing kernel Hilbert spaces of CR functions for the Euclidean motion group.

Published in:

Analysis & Applications, 2015, v. 13, n. 3, p. 331, doi. 10.1142/S021953051450047X

By:

Barbieri, D.;
Citti, G.

Publication type:

Article

Generalized sampling: From shift-invariant to U-invariant spaces.

Published in:

Analysis & Applications, 2015, v. 13, n. 3, p. 303, doi. 10.1142/S0219530514500213

By:

Fernández-Morales, H. R.;
García, A. G.;
Hernández-Medina, M. A.;
Muñoz-Bouzo, M. J.

Publication type:

Article

A unified treatment for Tikhonov regularization using a general stabilizing operator.

Published in:

Analysis & Applications, 2015, v. 13, n. 2, p. 201, doi. 10.1142/S0219530514500122

By:

Nair, M. T.

Publication type:

Article

INDEFINITE KERNEL NETWORK WITH DEPENDENT SAMPLING.

Published in:

Analysis & Applications, 2013, v. 11, n. 5, p. -1, doi. 10.1142/S0219530513500206

By:

SUN, HONGWEI;
WU, QIANG

Publication type:

Article

ON THE INCLUSION RELATION OF REPRODUCING KERNEL HILBERT SPACES.

Published in:

Analysis & Applications, 2013, v. 11, n. 2, p. 1350014-1, doi. 10.1142/S0219530513500140

By:

HAIZHANG ZHANG;
LIANG ZHAO

Publication type:

Article

VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES AND UNIVERSALITY.

Published in:

Analysis & Applications, 2010, v. 8, n. 1, p. 19, doi. 10.1142/S0219530510001503

By:

CARMELI, C.;
DE VITO, E.;
TOIGO, A.;
UMANITÀ, V.

Publication type:

Article

AN INFINITE DIMENSIONAL VERSION OF THE SCHUR CONVEXITY PROPERTY AND APPLICATIONS.

Published in:

Analysis & Applications, 2007, v. 5, n. 2, p. 123, doi. 10.1142/S0219530507000912

By:

VALLÉE, CLAUDE;
RĂDULESCU, VICENŢIU

Publication type:

Article

VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES OF INTEGRABLE FUNCTIONS AND MERCER THEOREM.

Published in:

Analysis & Applications, 2006, v. 4, n. 4, p. 377, doi. 10.1142/S0219530506000838

By:

CARMELI, CLAUDIO;
DE VITO, ERNESTO;
TOIGO, ALESSANDRO

Publication type:

Article

DISCRETIZATION ERROR ANALYSIS FOR TIKHONOV REGULARIZATION.

Published in:

Analysis & Applications, 2006, v. 4, n. 1, p. 81, doi. 10.1142/S0219530506000711

By:

DE VITO, ERNESTO;
ROSASCO, LORENZO;
CAPONNETTO, ANDREA

Publication type:

Article

Estimating the Approximation Error in Learning Theory.

Published in:

Analysis & Applications, 2003, v. 1, n. 1, p. 17, doi. 10.1142/S0219530503000089

By:

Smale, Steve;
Zhou, Ding-Xuan

Publication type:

Article

Integrating genome-wide association study into genomic selection for the prediction of agronomic traits in rice (Oryza sativa L.).

Published in:

Molecular Breeding, 2023, v. 43, n. 11, p. 1, doi. 10.1007/s11032-023-01423-y

By:

Zhang, Yuanyuan;
Zhang, Mengchen;
Ye, Junhua;
Xu, Qun;
Feng, Yue;
Xu, Siliang;
Hu, Dongxiu;
Wei, Xinghua;
Hu, Peisong;
Yang, Yaolong

Publication type:

Article

Model-based kernel sum rule: kernel Bayesian inference with probabilistic models.

Published in:

Machine Learning, 2020, v. 109, n. 5, p. 939, doi. 10.1007/s10994-019-05852-9

By:

Nishiyama, Yu;
Kanagawa, Motonobu;
Gretton, Arthur;
Fukumizu, Kenji

Publication type:

Article

Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric.

Published in:

Machine Learning, 2020, v. 109, n. 3, p. 513, doi. 10.1007/s10994-019-05836-9

By:

Kwon, Yongchan;
Kim, Wonyoung;
Sugiyama, Masashi;
Paik, Myunghee Cho

Publication type:

Article

The kernel Kalman rule: Efficient nonparametric inference by recursive least-squares and subspace projections.

Published in:

Machine Learning, 2019, v. 108, n. 12, p. 2113, doi. 10.1007/s10994-019-05816-z

By:

Gebhardt, Gregor H. W.;
Kupcsik, Andras;
Neumann, Gerhard

Publication type:

Article

Boosting as a kernel-based method.

Published in:

Machine Learning, 2019, v. 108, n. 11, p. 1951, doi. 10.1007/s10994-019-05797-z

By:

Aravkin, Aleksandr Y.;
Bottegal, Giulio;
Pillonetto, Gianluigi

Publication type:

Article

Expected similarity estimation for large-scale batch and streaming anomaly detection.

Published in:

Machine Learning, 2016, v. 105, n. 3, p. 305, doi. 10.1007/s10994-016-5567-7

By:

Schneider, Markus;
Ertel, Wolfgang;
Ramos, Fabio

Publication type:

Article

On some transformations of high dimension, low sample size data for nearest neighbor classification.

Published in:

Machine Learning, 2016, v. 102, n. 1, p. 57, doi. 10.1007/s10994-015-5495-y

By:

Dutta, Subhajit;
Ghosh, Anil

Publication type:

Article

Efficient cross-validation for kernelized least-squares regression with sparse basis expansions.

Published in:

Machine Learning, 2012, v. 87, n. 3, p. 381, doi. 10.1007/s10994-012-5287-6

By:

Pahikkala, Tapio;
Suominen, Hanna;
Boberg, Jorma

Publication type:

Article

Local equivalences of distances between clusterings-a geometric perspective.

Published in:

Machine Learning, 2012, v. 86, n. 3, p. 369, doi. 10.1007/s10994-011-5267-2

By:

Meilă, Marina

Publication type:

Article

Robustness and generalization.

Published in:

Machine Learning, 2012, v. 86, n. 3, p. 391, doi. 10.1007/s10994-011-5268-1

By:

Xu, Huan;
Mannor, Shie

Publication type:

Article

SpicyMKL: a fast algorithm for Multiple Kernel Learning with thousands of kernels.

Published in:

Machine Learning, 2011, v. 85, n. 1-2, p. 77, doi. 10.1007/s10994-011-5252-9

By:

Suzuki, Taiji;
Tomioka, Ryota

Publication type:

Article

Fast learning of relational kernels.

Published in:

Machine Learning, 2010, v. 78, n. 3, p. 305, doi. 10.1007/s10994-009-5163-1

By:

Landwehr, Niels;
Passerini, Andrea;
Raedt, Luc;
Frasconi, Paolo

Publication type:

Article

Structured prediction by joint kernel support estimation.

Published in:

Machine Learning, 2009, v. 77, n. 2-3, p. 249, doi. 10.1007/s10994-009-5111-0

By:

Lampert, Christoph H.;
Blaschko, Matthew B.

Publication type:

Article

Feature space perspectives for learning the kernel.

Published in:

Machine Learning, 2007, v. 66, n. 2-3, p. 297, doi. 10.1007/s10994-006-0679-0

By:

Charles Micchelli;
Massimiliano Pontil

Publication type:

Article

On the Identity of Some von Neumann Algebras and Some Consequences.

Published in:

Letters in Mathematical Physics, 2010, v. 93, n. 3, p. 267, doi. 10.1007/s11005-010-0411-7

By:

Bracci, Luciano;
Picasso, Luigi

Publication type:

Article