Zeljko Kereta

Z. Kereta, J. Maly and V. Naumova

Computational approaches to non-convex, sparsity-inducing multi-penalty regularization

Inverse Problems

Z. Kereta and T. Klock

Estimating covariance and precision matrices along subspaces

Electronic Journal of Statistics

Z. Kereta, T. Klock and V. Naumova

Nonlinear generalization of the monotone single index model

Information and Inference

E. De Vito, Z. Kereta and V. Naumova

Unsupervised parameter selection for denoising with the elastic net

Machine Learning

E. De Vito, Z. Kereta, V. Naumova, L. Rosasco and S. Vigogna

Monte Carlo wavelets: a randomized approach to frame discretization

Sampling Theory and Applications

Z. Kereta, V. Naumova and J. Maly

Linear convergence and support recovery for non-convex multi-penalty regularization

E. De Vito, Z. Kereta and V. Naumova

Unsupervised Parameter Selection in Variational Regularization

M. Fornasier, E. De Vito, Z. Kereta and V. Naumova

Automated parameter estimation for selected inverse problems

Grenoble, France

Z. Kereta, T. Klock and V. Naumova

Covariance and precision matrix estimation, and dimension reduction in regression problems

Oslo, Norway

Z. Kereta, T. Klock and V. Naumova

Towards nonlinear sufficient dimension reduction

AIP conference, Grenoble, France

E. De Vito, Z. Kereta and V. Naumova

A Learning Theory Approach to a Computationally Efficient Parameter Selection for the Elastic Net

arXiv

Z. Kereta and P. Grohs

Analysis of edge and corner points using parabolic dictionaries

Applied and Computational Harmonic Analysis

Z. Kereta, T. Klock and V. Naumova

A geometrical approach for nonlinear single-index model estimation

Z. Kereta, T. Klock and V. Naumova

High-dimensional function learning on curves

Z. Kereta, T. Klock and V. Naumova

Inference and estimation for nonlinear single index models

V. Naumova and Z. Kereta

A machine learning approach for adaptive parameter selection

University of Oslo, Norway

V. Naumova and Z. Kereta

A machine learning approach to optimal regularization

European Women in Mathematics, Graz, Austria

V. Naumova and Z. Kereta

A machine learning approach to optimal regularization: Affine Manifolds

NTNU, Norway

Z. Kereta, T. Klock and V. Naumova

Nonlinear estimation of single index models

Nonlinear Data: Theory and Algorithms Oberwolfach

E. De Vito, Z. Kereta and V. Naumova

Nearly Optimal Parameter selection for the Elastic Net

Hangzhou, China