Jochen Einbeck

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 6

Top Topics

Linear Regression

Unsupervised Learning

Gaussian Mixture

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

BMC Medical Informatics Decis. Mak.

Publications

Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck
A Robust Bayesian Approach for Causal Inference Problems. ECSQARU (2023)
Clare L. Tolley, Neil Watson, Andrew Heed, Jochen Einbeck, Suzanne Medows, Linda Wood, Layla Campbell, Sarah P. Slight
The impact of a novel medication scanner on administration errors in the hospital setting: a before and after feasibility study. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck
Binary Credal Classification Under Sparsity Constraints. IPMU (2) (2020)
Jochen Einbeck, Zakiah I. Kalantan, Uwe Kruger
Practical Considerations on Nonparametric Methods for Estimating Intrinsic Dimensions of Nonlinear Data Structures. Int. J. Pattern Recognit. Artif. Intell. 34 (9) (2020)
Jochen Einbeck, John Hinde, Salvatore Ingrassia, Tsung-I Lin, Paul D. McNicholas
Editorial for the 4th Special Issue on advances in mixture models. Comput. Stat. Data Anal. 132 (2019)
Zakiah I. Kalantan, Jochen Einbeck
Quantile-Based Estimation of the Finite Cauchy Mixture Model. Symmetry 11 (9) (2019)
James Taylor, Jochen Einbeck
Challenging the curse of dimensionality in multivariate local linear regression. Comput. Stat. 28 (3) (2013)
Simos G. Meintanis, Jochen Einbeck
Goodness-of-fit tests in semi-linear models. Stat. Comput. 22 (4) (2012)
Jochen Einbeck, Ludger Evers, Benedict Powell
Data Compression and Regression through Local Principal Curves and Surfaces. Int. J. Neural Syst. 20 (3) (2010)
Jochen Einbeck, Ludger Evers, Kirsty Hinchliff
Data Compression and Regression Based on Local Principal Curves. GfKl (2008)
Jochen Einbeck, Gerhard Tutz, Ludger Evers
Local principal curves. Stat. Comput. 15 (4) (2005)
Jochen Einbeck, Gerhard Tutz, Ludger Evers
Exploring Multivariate Data Structures with Local Principal Curves. GfKl (2004)
Jochen Einbeck
Multivariate Local Fitting with General Basis Functions. Comput. Stat. 18 (2) (2003)