Danny Panknin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 6

Top Topics

Gaussian Process

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Signal Process.

Trans. Mach. Learn. Res.

Publications

Benedict Clark, Rick Wilming, Artur Dox, Paul Eschenbach, Sami Hached, Daniel Jin Wodke, Michias Taye Zewdie, Uladzislau Bruila, Marta Oliveira, Hjalmar Schulz, Luca Matteo Cornils, Danny Panknin, Ahcène Boubekki, Stefan Haufe
EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods. CoRR (2024)
Danny Panknin, Stefan Chmiela, Klaus-Robert Müller, Shinichi Nakajima
Local Function Complexity for Active Learning via Mixture of Gaussian Processes. Trans. Mach. Learn. Res. 2023 (2023)
Danny Panknin, Shinichi Nakajima, Klaus-Robert Müller
Optimal Sampling Density for Nonparametric Regression. CoRR (2021)
Danny Panknin, Shinichi Nakajima, Thanh Binh Bui, Klaus-Robert Müller
Local Bandwidth Estimation via Mixture of Gaussian Processes. CoRR (2019)
Wikor Pronobis, Danny Panknin, Johannes Kirschnick, Vignesh Srinivasan, Wojciech Samek, Volker Markl, Manohar Kaul, Klaus-Robert Müller, Shinichi Nakajima
Sharing Hash Codes for Multiple Purposes. CoRR (2016)
Irene Winkler, Danny Panknin, Daniel Bartz, Klaus-Robert Müller, Stefan Haufe
Validity of Time Reversal for Testing Granger Causality. IEEE Trans. Signal Process. 64 (11) (2016)
Tammo Krueger, Danny Panknin, Mikio L. Braun
Fast cross-validation via sequential testing. J. Mach. Learn. Res. 16 (2015)
Tammo Krueger, Danny Panknin, Mikio L. Braun
Fast Cross-Validation via Sequential Testing CoRR (2012)