Bharath K. Sriperumbudur

Available identifiers

zbMath Open sriperumbudur.bharath-kMaRDI QIDQ413885

List of research outcomes

Publication	Date of Publication	Type
Convergence Analysis of Kernel Conjugate Gradient for Functional Linear Regression	2023-10-04	Paper
Optimal function-on-scalar regression over complex domains	2023-02-03	Paper
Gromov-Wasserstein Distances: Entropic Regularization, Duality, and Sample Complexity	2022-12-24	Paper
Approximate kernel PCA: computational versus statistical trade-off	2022-12-08	Paper
Local minimax rates for closeness testing of discrete distributions	2022-05-16	Paper
Shrinkage Estimation for the Diagonal Multivariate Exponential Families	2020-10-15	Paper
Convergence analysis of deterministic kernel-based quadrature rules in misspecified settings	2020-01-31	Paper
Gaussian Sketching yields a J-L Lemma in RKHS	2019-08-15	Paper
Optimal Function-on-Scalar Regression over Complex Domains	2019-02-19	Paper
Local minimax rates for closeness testing of discrete distributions	2019-02-01	Paper
Optimal prediction for additive function-on-function regression	2019-01-18	Paper
Characteristic and Universal Tensor Product Kernels	2018-11-22	Paper
On Kernel Derivative Approximation with Random Fourier Features	2018-10-11	Paper
Minimax Estimation of Kernel Mean Embeddings	2018-04-17	Paper
Kernel Mean Embedding of Distributions: A Review and Beyond	2017-11-22	Paper
Density Estimation in Infinite Dimensional Exponential Families	2017-09-27	Paper
Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings	2017-09-01	Paper
Approximate Kernel PCA Using Random Features: Computational vs. Statistical Trade-off	2017-06-20	Paper
Learning Theory for Distribution Regression	2016-11-22	Paper
https://portal.mardi4nfdi.de/entity/Q2810842	2016-06-06	Paper
On the optimal estimation of probability measures in weak and strong topologies	2016-05-12	Paper
Optimal Rates for Random Fourier Features	2015-06-06	Paper
Equivalence of distance-based and RKHS-based statistics in hypothesis testing	2014-03-06	Paper
Two-stage Sampled Learning Theory on Distributions	2014-02-07	Paper
Universality, Characteristic Kernels and RKHS Embedding of Measures	2014-02-03	Paper
Equivalence of distance-based and RKHS-based statistics in hypothesis testing	2013-10-01	Paper
On the empirical estimation of integral probability metrics	2013-05-28	Paper
A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory	2012-10-02	Paper
Hilbert space embeddings and metrics on probability measures	2012-07-13	Paper
A majorization-minimization approach to the sparse generalized eigenvalue problem	2012-05-08	Paper
Discussion of: Brownian distance covariance	2010-04-21	Paper

Research outcomes over time

Doctoral students

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