Publication type
A1 Journal article (refereed), original research
Author(s)
Abhishake Abhishake
Researcher
Computational Engineering
LUT School of Engineering Sciences
Lappeenranta
LUT Focus Areas
Other Focus Area
Research areas
Statistics, Probability and Uncertainty
Biography
I am working at the Department of Computational Engineering, LUT University as a Postdoctoral Researcher with Prof. Tapio Helin. Before joining LUT, I did Postdocs at the University of Potsdam and TU Berlin, Germany. I did my Ph.D. in Mathematics from the Indian Institute of Technology Delhi under the supervision of Prof. Sivananthan Sampath.
Learning Algorithms - My research revolves mostly around the study of the regularization algorithms in statistical learning. I focus on the theoretical analysis of the regularization algorithms over the reproducing kernel Hilbert space.
Inverse Problems - I also work in statistical inverse learning problems with random design.
Inverse Problems - I also work in statistical inverse learning problems with random design.
Publication type
A1 Journal article (refereed), original research
Author(s)
Rastogi Abhishake, Mathé Peter
Nonparametric goodness-of-fit testing for parametric covariate models in pharmacometric analyses
|
2021
Publication type
A1 Journal article (refereed), original research
Author(s)
Hartung Niklas, Wahl Martin, Rastogi Abhishake, Huisinga Wilhelm
Convergence analysis of Tikhonov regularization for non-linear statistical inverse learning problems
|
2020
Publication type
A1 Journal article (refereed), original research
Author(s)
Rastogi Abhishake, Blanchard Gilles, Mathé Peter
Publication type
A1 Journal article (refereed), original research
Author(s)
Abhishake, Sivananthan S.
Tikhonov regularization with oversmoothing penalty for nonlinear statistical inverse problems
|
2020
Publication type
A1 Journal article (refereed), original research
Author(s)
Rastogi Abhishake
Tikhonov regularization with oversmoothing penalty for linear statistical inverse learning problems
|
2019
Publication type
A4 Conference proceedings
Author(s)
Rastogi Abhishake
Publication type
A1 Journal article (refereed), original research
Author(s)
Rastogi Abhishake, Sampath Sivananthan
Publication type
A1 Journal article (refereed), original research
Author(s)
Rastogi Abhishake, Sampath Sivananthan
Publication type
A1 Journal article (refereed), original research
Author(s)
Abhishake, Sivananthan S.
Keywords
Inverse Problems and Statistical Learning