Christian Bock

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 21

Top Topics

Gaussian Process

Topology Preserving

Top Venues

Publications

Aashiq Muhamed, Christian Bock, Rahul Solanki, Youngsuk Park, Yida Wang, Jun Huan
Training Large-scale Foundation Models on Emerging AI Chips. KDD (2023)
Christian Bock, François-Xavier Aubet, Jan Gasthaus, Andrey Kan, Ming Chen, Laurent Callot
Online Time Series Anomaly Detection with State Space Gaussian Processes. CoRR (2022)
Bastian Rieck, Tristan Yates, Christian Bock, Karsten M. Borgwardt, Guy Wolf, Nicholas B. Turk-Browne, Smita Krishnaswamy
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence. NeurIPS (2020)
Christian Bock
"Know your customer" - Betrugsprävention im E-Commerce. Wirtschaftsinformatik Manag. 12 (1) (2020)
Bastian Rieck, Tristan Yates, Christian Bock, Karsten M. Borgwardt, Guy Wolf, Nicholas B. Turk-Browne, Smita Krishnaswamy
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence. CoRR (2020)
Max Horn, Michael Moor, Christian Bock, Bastian Rieck, Karsten M. Borgwardt
Set Functions for Time Series. ICML (2020)
Michael Moor, Max Horn, Christian Bock, Karsten M. Borgwardt, Bastian Rieck
Path Imputation Strategies for Signature Models. CoRR (2020)
Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch, Cristóbal Esteban, Christian Bock, Max Horn, Michael Moor, Bastian Rieck, Marc Zimmermann, Dean A. Bodenham, Karsten M. Borgwardt, Gunnar Rätsch, Tobias M. Merz
Machine learning for early prediction of circulatory failure in the intensive care unit. CoRR (2019)
Max Horn, Michael Moor, Christian Bock, Bastian Rieck, Karsten M. Borgwardt
Set Functions for Time Series. CoRR (2019)
Christian Bock, Mathias Marquardt, Alexander Martens, Olaf Simanski, Olaf Hagendorf
and Mbed OS on Cortex-M Microcontrollers. WF-IoT (2019)
Bastian Rieck, Matteo Togninalli, Christian Bock, Michael Moor, Max Horn, Thomas Gumbsch, Karsten M. Borgwardt
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology. ICLR (Poster) (2019)
Bastian Rieck, Christian Bock, Karsten M. Borgwardt
A Persistent Weisfeiler-Lehman Procedure for Graph Classification. ICML (2019)
Christian Bock, Matteo Togninalli, M. Elisabetta Ghisu, Thomas Gumbsch, Bastian Rieck, Karsten M. Borgwardt
A Wasserstein Subsequence Kernel for Time Series. ICDM (2019)
Bastian Rieck, Matteo Togninalli, Christian Bock, Michael Moor, Max Horn, Thomas Gumbsch, Karsten M. Borgwardt
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology. CoRR (2018)
Christian Bock, Thomas Gumbsch, Michael Moor, Bastian Rieck, Damian Roqueiro, Karsten M. Borgwardt
Association mapping in biomedical time series via statistically significant shapelet mining. Bioinform. 34 (13) (2018)
Christian Bock
Forecasting Energy Demand by Clustering Smart Metering Time Series. IPMU (1) (2018)
Anne M. Turner, Julio C. Facelli, Monique W. M. Jaspers, Thomas Wetter, Daniel Pfeifer, Laël Cranmer Gatewood, Terry Adam, Yu-Chuan Li, Ming-Chin Lin, R. Scott Evans, Anna L. Beukenhorst, Hugo Johan Theodoore van Mens, Esmée Tensen, Christian Bock, Laura Fendrich, Peter Seitz, Julian Suleder, Ranyah Aldekhyyel, Kent Bridgeman, Zhen Hu, Aaron Sattler, Shin-Yi Guo, Islam Md. Mohaimenul, Dina Nur Anggraini Ningrum, Hsin-Ru Tung, Jiantao Bian, Joseph Plasek, Casey A. Rommel, Juandalyn Burke, Harkirat Sohi
Solving Interoperability in Translational Health. Appl. Clin. Inform. 8 (02) (2017)
Christian Bock
Generating Load Profiles Using Smart Metering Time Series. EUSFLAT/IWIFSGN (1) (2017)
Christian Bock
Clustering-Ansatz zur Erstellung von Lastprofilen zur Vorhersage des Stromverbrauchs. GvD (2016)
Emily Beth Devine, Maher Khelifi, Katelyn Keyloun, Nathaniel Hendrix, Patrick Mathias, Christian Bock, Peter Tarczy-Hornoch
Characterizing the Frequency of Pharmacogenomic Biomarker-Guided Prescribing for Drugs with Pharmacogenomic Biomarker information in the FDA Labelling: A Pilot Study Using Data from an Electronic Health Record. AMIA (2015)
Christian Bock, Thai Le, Arjmand Samuel, Danny Huang, Hilaire J. Thompson, George Demiris
Visualizing Sensor Data through an Open Platform for Connected Devices. MedInfo (2015)