Edit Profile (opens in new tab) Minh, Ha Quang Co-Author Distance Author ID: minh.ha-quang Published as: Minh, Hà Quang; Minh, Ha Quang Documents Indexed: 23 Publications since 2004, including 1 Book 1 Contribution as Editor Co-Authors: 6 Co-Authors with 6 Joint Publications 116 Co-Co-Authors all top 5 Co-Authors 16 single-authored 4 Murino, Vittorio 1 Bazzani, Loris 1 Gerolin, Augusto 1 Hofmann, Thomas 1 Mallasto, Anton 1 Niyogi, Partha 1 Yao, Yuan all top 5 Serials 2 Journal of Theoretical Probability 2 Linear Algebra and its Applications 2 Information Geometry 1 Information Processing Letters 1 Constructive Approximation 1 Positivity 1 IEEE Transactions on Image Processing 1 Journal of Machine Learning Research (JMLR) 1 Analysis and Applications (Singapore) 1 SIAM/ASA Journal on Uncertainty Quantification 1 Synthesis Lectures on Computer Vision 1 Advances in Computer Vision and Pattern Recognition all top 5 Fields 10 Operator theory (47-XX) 7 Statistics (62-XX) 7 Computer science (68-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 6 Probability theory and stochastic processes (60-XX) 4 Measure and integration (28-XX) 4 Functional analysis (46-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 4 Information and communication theory, circuits (94-XX) 2 Differential geometry (53-XX) 2 Global analysis, analysis on manifolds (58-XX) 1 General and overarching topics; collections (00-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 19 Publications have been cited 141 times in 106 Documents Cited by ▼ Year ▼ Some properties of Gaussian reproducing kernel Hilbert spaces and their implications for function approximation and learning theory. Zbl 1204.68157 Minh, Ha Quang 34 2010 Mercer’s theorem, feature maps, and smoothing. Zbl 1143.68554 Minh, Ha Quang; Niyogi, Partha; Yao, Yuan 29 2006 A unifying framework in vector-valued reproducing kernel Hilbert spaces for manifold regularization and co-regularized multi-view learning. Zbl 1360.68698 Minh, Hà Quang; Bazzani, Loris; Murino, Vittorio 13 2016 Infinite-dimensional log-determinant divergences between positive definite trace class operators. Zbl 06950133 Minh, Hà Quang 12 2017 A unified formulation for the Bures-Wasserstein and log-Euclidean/log-Hilbert-Schmidt distances between positive definite operators. Zbl 1458.62138 Minh, Hà Quang 8 2019 Alpha-beta log-determinant divergences between positive definite trace class operators. Zbl 1519.47040 Minh, Hà Quang 6 2019 Entropy-regularized 2-Wasserstein distance between Gaussian measures. Zbl 1493.49048 Mallasto, Anton; Gerolin, Augusto; Minh, Hà Quang 6 2022 Algorithmic advances in Riemannian geometry and applications. For machine learning, computer vision, statistics, and optimization. Zbl 1357.53004 5 2016 Covariances in computer vision and machine learning. Zbl 1380.68005 Minh, Hà Quang; Murino, Vittorio 5 2018 Affine-invariant Riemannian distance between infinite-dimensional covariance operators. Zbl 1376.94016 Minh, Hà Quang 4 2015 Infinite-dimensional log-determinant divergences between positive definite Hilbert-Schmidt operators. Zbl 1506.47063 Minh, Hà Quang 3 2020 Log-determinant divergences between positive definite Hilbert-Schmidt operators. Zbl 1428.47031 Minh, Hà Quang 3 2017 From covariance matrices to covariance operators: data representation from finite to infinite-dimensional settings. Zbl 1353.62077 Minh, Hà Quang; Murino, Vittorio 3 2016 Regularized divergences between covariance operators and Gaussian measures on Hilbert spaces. Zbl 1476.28015 Minh, Hà Quang 3 2021 Infinite-dimensional log-determinant divergences. III: Log-Euclidean and log-Hilbert-Schmidt divergences. Zbl 1414.58006 Minh, Hà Quang 2 2018 Entropic regularization of Wasserstein distance between infinite-dimensional Gaussian measures and Gaussian processes. Zbl 1514.49024 Minh, Hà Quang 2 2023 Alpha Procrustes metrics between positive definite operators: a unifying formulation for the Bures-Wasserstein and Log-Euclidean/Log-Hilbert-Schmidt metrics. Zbl 1491.15037 Minh, Hà Quang 2 2022 Learning over compact metric spaces. Zbl 1078.68130 Minh, H. Quang; Hofmann, Thomas 1 2004 Finite sample approximations of exact and entropic Wasserstein distances between covariance operators and Gaussian processes. Zbl 1489.60057 Minh, Hà Quang 1 2022 Entropic regularization of Wasserstein distance between infinite-dimensional Gaussian measures and Gaussian processes. Zbl 1514.49024 Minh, Hà Quang 2 2023 Entropy-regularized 2-Wasserstein distance between Gaussian measures. Zbl 1493.49048 Mallasto, Anton; Gerolin, Augusto; Minh, Hà Quang 6 2022 Alpha Procrustes metrics between positive definite operators: a unifying formulation for the Bures-Wasserstein and Log-Euclidean/Log-Hilbert-Schmidt metrics. Zbl 1491.15037 Minh, Hà Quang 2 2022 Finite sample approximations of exact and entropic Wasserstein distances between covariance operators and Gaussian processes. Zbl 1489.60057 Minh, Hà Quang 1 2022 Regularized divergences between covariance operators and Gaussian measures on Hilbert spaces. Zbl 1476.28015 Minh, Hà Quang 3 2021 Infinite-dimensional log-determinant divergences between positive definite Hilbert-Schmidt operators. Zbl 1506.47063 Minh, Hà Quang 3 2020 A unified formulation for the Bures-Wasserstein and log-Euclidean/log-Hilbert-Schmidt distances between positive definite operators. Zbl 1458.62138 Minh, Hà Quang 8 2019 Alpha-beta log-determinant divergences between positive definite trace class operators. Zbl 1519.47040 Minh, Hà Quang 6 2019 Covariances in computer vision and machine learning. Zbl 1380.68005 Minh, Hà Quang; Murino, Vittorio 5 2018 Infinite-dimensional log-determinant divergences. III: Log-Euclidean and log-Hilbert-Schmidt divergences. Zbl 1414.58006 Minh, Hà Quang 2 2018 Infinite-dimensional log-determinant divergences between positive definite trace class operators. Zbl 06950133 Minh, Hà Quang 12 2017 Log-determinant divergences between positive definite Hilbert-Schmidt operators. Zbl 1428.47031 Minh, Hà Quang 3 2017 A unifying framework in vector-valued reproducing kernel Hilbert spaces for manifold regularization and co-regularized multi-view learning. Zbl 1360.68698 Minh, Hà Quang; Bazzani, Loris; Murino, Vittorio 13 2016 Algorithmic advances in Riemannian geometry and applications. For machine learning, computer vision, statistics, and optimization. Zbl 1357.53004 5 2016 From covariance matrices to covariance operators: data representation from finite to infinite-dimensional settings. Zbl 1353.62077 Minh, Hà Quang; Murino, Vittorio 3 2016 Affine-invariant Riemannian distance between infinite-dimensional covariance operators. Zbl 1376.94016 Minh, Hà Quang 4 2015 Some properties of Gaussian reproducing kernel Hilbert spaces and their implications for function approximation and learning theory. Zbl 1204.68157 Minh, Ha Quang 34 2010 Mercer’s theorem, feature maps, and smoothing. Zbl 1143.68554 Minh, Ha Quang; Niyogi, Partha; Yao, Yuan 29 2006 Learning over compact metric spaces. Zbl 1078.68130 Minh, H. Quang; Hofmann, Thomas 1 2004 all cited Publications top 5 cited Publications all top 5 Cited by 198 Authors 12 Minh, Ha Quang 6 Karvonen, Toni 6 Lin, Shaobo 5 Menegatto, Valdir Antonio 4 Ferreira, José Claudinei 4 Jordão, Thaís 4 Särkkä, Simo 3 Xu, Zongben 3 Zeng, Jinshan 3 Zimmermann, Ralf 2 Chang, Xiangyu 2 Girolami, Mark A. 2 Guella, Jean Carlo 2 Hashimoto, Yuka 2 Ikeda, Masahiro 2 Komura, Fuyuta 2 Lam, Nguyen 2 Pennec, Xavier 2 Peron, Ana Paula 2 Quang, Minh Hà 2 Song, Jun 2 Thanwerdas, Yann 2 Webster, Kevin N. 2 Wibowo, Antoni 2 Zhou, Dingxuan 1 Abhishake 1 Absil, Pierre-Antoine 1 Adamczak, Radosław 1 Agud, Lucía 1 Almeida Carvalho, Suélen 1 Arnold-Medabalimi, Nicholas 1 Backhoff Veraguas, Julio D. 1 Balasubramanian, Krishnakumar 1 Baquião, Maria Caruline 1 Bauer, Martin 1 Bay, Xavier 1 Bednorz, Witold Marek 1 Beier, Florian 1 Bendokat, Thomas 1 Bhattacharjee, Satyaki 1 Bhattacharyya, Chiranjib 1 Bisiacco, Mauro 1 Calabuig, José Manuel 1 Cao, Feilong 1 Castro, Mario H. 1 Charon, Nicolas 1 Chatrabgoun, Omid 1 Chen, Songcan 1 Cheng, Guang 1 Cheraghi, Masoumeh 1 Chewi, Sinho 1 Cirak, Fehmi 1 Coifman, Ronald Raphaël 1 del Barrio, Eustasio 1 Dinh Trung Hoa 1 Du, Changying 1 Duan, Xiaojun 1 Dufée, Benjamin 1 Duraisamy, Karthik 1 Dutta, Subhajit 1 Dvurechensky, Pavel E. 1 Edelmann, Dominic 1 Elias, Gabriel A. 1 Esmaeilbeigi, Mohsen 1 Evensen, Geir 1 Fang, Jian 1 Fang, Qin 1 Fanuel, Michaël 1 Febrianto, Eky 1 Fontbona, Joaquin 1 Fortin, Norbert J. 1 Foucart, Simon 1 Frischauf, Leon 1 Gao, Feilong 1 Gasnikov, Aleksandr V. 1 Gauthier, Bertrand 1 Gerolin, Augusto 1 Goeman, Jelle J. 1 González-Sanz, Alberto 1 Gonzalez, Karina 1 Gorodetsky, Alex Arkady 1 Guillemard, Mijail 1 Gunzburger, Max D. 1 Hangelbroek, Thomas C. 1 Harms, Philipp 1 He, Jia 1 He, Qing 1 Hirn, Matthew J. 1 Holbrook, Andrew J. 1 Hsieh, Hsi-Wei 1 Hug, Berenger 1 Hüper, Knut 1 Huusari, Riikka 1 Ishikawa, Isao 1 Iske, Armin 1 Izbicki, Rafael 1 Jiménez-Cordero, Asunción 1 Jørgensen, Palle E. T. 1 Kadri, Hachem 1 Kanagawa, Motonobu ...and 98 more Authors all top 5 Cited in 64 Serials 4 Journal of Complexity 4 Machine Learning 4 Linear Algebra and its Applications 4 Journal of Machine Learning Research (JMLR) 3 Applied Mathematics and Computation 3 Analysis and Applications (Singapore) 3 Information Geometry 2 Computer Methods in Applied Mechanics and Engineering 2 Journal of Mathematical Analysis and Applications 2 Journal of Approximation Theory 2 Journal of Computational and Applied Mathematics 2 Journal of Multivariate Analysis 2 Journal of Theoretical Probability 2 Computational Mathematics and Modeling 2 Neural Computation 2 Journal of Mathematical Imaging and Vision 2 Applied and Computational Harmonic Analysis 2 Computational and Applied Mathematics 2 Advances in Computational Mathematics 2 Bernoulli 2 Electronic Journal of Statistics 2 SIAM/ASA Journal on Uncertainty Quantification 2 SIAM Journal on Mathematics of Data Science 1 Inverse Problems 1 Journal of Fluid Mechanics 1 Mathematics of Computation 1 Automatica 1 BIT 1 Numerical Functional Analysis and Optimization 1 Results in Mathematics 1 Physica D 1 Constructive Approximation 1 Statistical Science 1 SIAM Journal on Matrix Analysis and Applications 1 Differential Geometry and its Applications 1 Numerical Algorithms 1 European Journal of Operational Research 1 Pattern Recognition 1 Computational Statistics and Data Analysis 1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 1 SIAM Journal on Scientific Computing 1 Applied Mathematics. Series B (English Edition) 1 International Journal of Computer Vision 1 Journal of Inverse and Ill-Posed Problems 1 Complexity 1 The Journal of Fourier Analysis and Applications 1 ELA. The Electronic Journal of Linear Algebra 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Abstract and Applied Analysis 1 Positivity 1 Mathematical Inequalities & Applications 1 Computational Methods in Applied Mathematics 1 Comptes Rendus. Mathématique. Académie des Sciences, Paris 1 Advances in Data Analysis and Classification. ADAC 1 Optimization Letters 1 Mathematical Geosciences 1 Science China. Mathematics 1 Annals of Functional Analysis 1 Statistics and Computing 1 Bayesian Analysis 1 Journal of Computational Dynamics 1 Research in the Mathematical Sciences 1 Constructive Mathematical Analysis 1 Sampling Theory, Signal Processing, and Data Analysis all top 5 Cited in 33 Fields 30 Statistics (62-XX) 29 Computer science (68-XX) 23 Numerical analysis (65-XX) 20 Operator theory (47-XX) 17 Functional analysis (46-XX) 16 Probability theory and stochastic processes (60-XX) 13 Approximations and expansions (41-XX) 10 Linear and multilinear algebra; matrix theory (15-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 9 Integral equations (45-XX) 9 Calculus of variations and optimal control; optimization (49-XX) 9 Information and communication theory, circuits (94-XX) 5 Differential geometry (53-XX) 4 Measure and integration (28-XX) 4 Partial differential equations (35-XX) 4 Dynamical systems and ergodic theory (37-XX) 4 Operations research, mathematical programming (90-XX) 3 Abstract harmonic analysis (43-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Quantum theory (81-XX) 3 Systems theory; control (93-XX) 2 Combinatorics (05-XX) 2 Fluid mechanics (76-XX) 1 Commutative algebra (13-XX) 1 Algebraic geometry (14-XX) 1 Real functions (26-XX) 1 Functions of a complex variable (30-XX) 1 Geometry (51-XX) 1 Algebraic topology (55-XX) 1 Mechanics of deformable solids (74-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) 1 Biology and other natural sciences (92-XX) Citations by Year