Ansgar Steland

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Automatic Processing

Top Venues

J. Multivar. Anal.

Integr. Comput. Aided Eng.

Publications

Jörn Tebbe, Christoph Zimmer, Ansgar Steland, Markus Lange-Hegermann, Fabian Mies
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning. AISTATS (2024)
Ansgar Steland
Flexible nonlinear inference and change-point testing of high-dimensional spectral density matrices. J. Multivar. Anal. 199 (2024)
Jörn Tebbe, Christoph Zimmer, Ansgar Steland, Markus Lange-Hegermann, Fabian Mies
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning. CoRR (2024)
Ansgar Steland
On Extreme Value Asymptotics of Projected Sample Covariances in High Dimensions with Applications in Finance and Convolutional Networks. CoRR (2023)
Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
Is there a role for statistics in artificial intelligence? Adv. Data Anal. Classif. 16 (4) (2022)
Ansgar Steland, Bart E. Pieters
Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors. CoRR (2021)
Sergiu Deitsch, Claudia Buerhop-Lutz, Evgenii Sovetkin, Ansgar Steland, Andreas Maier, Florian Gallwitz, Christian Riess
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images. Mach. Vis. Appl. 32 (4) (2021)
Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
Is there a role for statistics in artificial intelligence? CoRR (2020)
Ansgar Steland
Extreme Learning and Regression for Objects Moving in Non-Stationary Spatial Environments. CoRR (2020)
Ansgar Steland
Testing and estimating change-points in the covariance matrix of a high-dimensional time series. J. Multivar. Anal. 177 (2020)
Evgenii Sovetkin, Ansgar Steland
Automatic processing and solar cell detection in photovoltaic electroluminescence images. Integr. Comput. Aided Eng. 26 (2) (2019)
Ansgar Steland
On Convergence of Moments for Approximating Processes and Applications to Surrogate Models. CoRR (2018)
Evgenii Sovetkin, Ansgar Steland
Automatic Processing and Solar Cell Detection in Photovoltaic Electroluminescence Images. CoRR (2018)
Miroslaw Pawlak, Ansgar Steland
Nonparametric Sequential Signal Change Detection Under Dependent Noise. IEEE Trans. Inf. Theory 59 (6) (2013)
Nina Golyandina, Andrey Pepelyshev, Ansgar Steland
New approaches to nonparametric density estimation and selection of smoothing parameters. Comput. Stat. Data Anal. 56 (7) (2012)
Ansgar Steland
Sequential Data-Adaptive Bandwidth Selection by Cross-Validation for Nonparametric Prediction. Commun. Stat. Simul. Comput. 41 (7) (2012)
Ewaryst Rafajlowicz, Miroslaw Pawlak, Ansgar Steland
Nonparametric sequential change-point detection by a vertically trimmed box method. IEEE Trans. Inf. Theory 56 (7) (2010)
Ewaryst Rafajlowicz, Miroslaw Pawlak, Ansgar Steland
Nonlinear Image Processing and Filtering: A Unified Approach Based on Vertically Weighted Regression. Int. J. Appl. Math. Comput. Sci. 18 (1) (2008)