CB
Christian Bock
cs.LGstat.MLMachine Learningcs.SEHome Care Servicesmath.ATProtein Conformationagedbinding siteBiomarkers
On Valency
published · living versionsW_3h6nccpq·v1 · currentpublished
Projected Distillation: On Learning to Solve Hard Problems from Close, Correct Targets
with Shripad V. Deshmukh, Kangrui Ruan, Abhijeet Awasthi, Vijay Lingam +2
1 version
Preprints & journals
21 papers in the corpus · 2015–2026Projected Distillation: On Learning to Solve Hard Problems from Close, Correct Targets2610.27467v1 · Shripad V. Deshmukh, Christian Bock, Kangrui Ruan et al.2026 · 0 citationsarXivon Valency
ANTE: Anticipate, Then Execute -- Learning Internal World Models for Coding Agents from Verified Beliefs2610.15368v1 · Yi Ge, Kangrui Ruan, Jifan Chen et al.2026 · 0 citationsarXiv
SpIDER: Spatially Informed Dense Embedding Retrieval for Software Issue Localization2512.16956v3 · Shravan Chaudhari, Rahul Thomas Jacob, Jiajun Cao et al.2025 · 0 citationsarXiv
Textual Gradients are a Flawed Metaphor for Automatic Prompt Optimization2512.13598v1 · Daniel Melcer, Qi Chen, Wen-Hao Chiang et al.2025 · 0 citationsarXiv
SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents2504.08703v3 · Muhammad Shihab Rashid, Christian Bock, Yuan Zhuang et al.2025 · 1 citationarXiv
Enhancing the diagnosis of functionally relevant coronary artery disease with machine learning.38866791 · Bock, Christian, Walter, Joan Elias, Rieck, Bastian et al.2024 · 34 citationsNature communications. 2024;15(1):5034
Online Time Series Anomaly Detection with State Space Gaussian Processes2201.06763v1 · Christian Bock, Francois-Xavier Aubet, Jan Gasthaus et al.2022 · 7 citationsarXiv
Machine Learning for Biomedical Time Series Classification: From Shapelets to Deep Learning.32804360 · Bock, Christian, Moor, Michael, Jutzeler, Catherine R et al.2021 · 26 citationsMethods in molecular biology (Clifton, N.J.). 2021;2190:33-71
Enhancing statistical power in temporal biomarker discovery through representative shapelet mining.33381811 · Gumbsch, Thomas, Bock, Christian, Moor, Michael et al.2021 · 3 citationsBioinformatics (Oxford, England). 2020;36(Suppl_2):i840-i848
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence2006.07882v2 · Bastian Rieck, Tristan Yates, Christian Bock et al.2020 · 39 citationsarXiv
Path Imputation Strategies for Signature Models of Irregular Time Series2005.12359v2 · Michael Moor, Max Horn, Christian Bock et al.2020 · 4 citationsarXiv
Early prediction of circulatory failure in the intensive care unit using machine learning.32152583 · Hyland, Stephanie L, Faltys, Martin, Hüser, Matthias et al.2020 · 475 citationsNature medicine. 2020;26(3):364-373
Set Functions for Time Series1909.12064v3 · Max Horn, Michael Moor, Christian Bock et al.2019 · 60 citationsarXiv
Machine learning for early prediction of circulatory failure in the intensive care unit1904.07990v2 · Stephanie L. Hyland, Martin Faltys, Matthias Huser et al.2019 · 3 citationsarXiv
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology1812.09764v3 · Bastian Rieck, Matteo Togninalli, Christian Bock et al.2018 · 66 citationsarXiv
Association mapping in biomedical time series via statistically significant shapelet mining.29949972 · Bock, Christian, Gumbsch, Thomas, Moor, Michael et al.2019 · 22 citationsBioinformatics (Oxford, England). 2018;34(13):i438-i446
Mapping genetic variations to three-dimensional protein structures to enhance variant interpretation: a proposed framework.29254494 · Glusman, Gustavo, Rose, Peter W, Prlić, Andreas et al.2018 · 60 citationsGenome medicine. 2017;9(1):113
Biological and functional relevance of CASP predictions.28975675 · Liu, Tianyun, Ish-Shalom, Shirbi, Torng, Wen et al.2019 · 11 citationsProteins. 2018;86 Suppl 1:374-386
Solving Interoperability in Translational Health. Perspectives of Students from the International Partnership in Health Informatics Education (IPHIE) 2016 Master Class.28636063 · Turner, Anne M, Facelli, Julio C, Jaspers, Monique et al.2018 · 7 citationsApplied clinical informatics. 2017;8(2):651-659
Engaging older adults in the visualization of sensor data facilitated by an open platform for connected devices.27002473 · Bock, Christian, Demiris, George, Choi, Yong et al.2017 · 30 citationsTechnology and health care : official journal of the European Society for Engineering and Medicine. 2016;24(4):541-50
Visualizing Sensor Data through an Open Platform for Connected Devices.26262266 · Bock, Christian, Le, Thai, Samuel, Arjmand et al.2016 · 2 citationsStudies in health technology and informatics. 2015;216:964
Career total: 40 works. 21 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.