Jan David Hüwel

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Gaussian Process

Top Venues

Publications

Jan David Hüwel, Christian Beecks
Frequent Component Analysis for Large Time Series Databases with Gaussian Processes. EDBT (2024)
Andreas Besginow, Jan David Hüwel, Thomas Pawellek, Christian Beecks, Markus Lange-Hegermann
On the Laplace Approximation as Model Selection Criterion for Gaussian Processes. CoRR (2024)
Jan David Hüwel, Christian Beecks
Gaussian Process Component Mining with the Apriori Algorithm. DEXA (2) (2023)
Jan David Hüwel, Anne Gresch, Tim Berger, Martina Düfer, Christian Beecks
Analysis of Extracellular Potential Recordings by High-Density Micro-electrode Arrays of Pancreatic Islets. DEXA (2) (2022)
Jan David Hüwel, Florian Haselbeck, Dominik G. Grimm, Christian Beecks
Dynamically Self-adjusting Gaussian Processes for Data Stream Modelling. KI (2022)
Jan David Hüwel, Anne Gresch, Fabian Berns, Ruben Koch, Martina Düfer, Christian Beecks
Tracing Patterns in Electrophysiological Time Series Data. DSAA (2022)
Christian Beecks, Fabian Berns, Jan David Hüwel, Andrea Linxen, Georg Stefan Schlake, Tim Düsterhus
A Comparative Performance Analysis of Fast K-Means Clustering Algorithms. iiWAS (2022)
Fabian Berns, Jan David Hüwel, Christian Beecks
Automated Model Inference for Gaussian Processes: An Overview of State-of-the-Art Methods and Algorithms. SN Comput. Sci. 3 (4) (2022)
Georg Stefan Schlake, Jan David Hüwel, Fabian Berns, Christian Beecks
Evaluating the Lottery Ticket Hypothesis to Sparsify Neural Networks for Time Series Classification. ICDE Workshops (2022)
Fabian Berns, Jan David Hüwel, Christian Beecks
LOGIC: Probabilistic Machine Learning for Time Series Classification. ICDM (2021)
Jan David Hüwel, Fabian Berns, Christian Beecks
Automated Kernel Search for Gaussian Processes on Data Streams. IEEE BigData (2021)
Jan David Hüwel, Andreas Besginow, Fabian Berns, Markus Lange-Hegermann, Christian Beecks
On Kernel Search Based Gaussian Process Anomaly Detection. IN4PL (Revised Selected Papers) (2021)