Christian Bock
4 papers · 2019–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
topological data analysis
(3)
graph classification
(1)
model architecture
(1)
deep learning
(1)
algebraic topology
(1)
time series classification
(1)
persistent homology
(1)
healthcare application
(1)
complexity measure
(1)
graph kernel
(1)
set function learning
(1)
persistence diagram
(1)
weisfeiler-lehman algorithm
(1)
neural network
(1)
irregularly sampled time series
(1)
cubical persistence
(1)
differentiable set function
(1)
fmri analysis
(1)
brain state trajectory
(1)
Papers
Set Functions for Time Series
ICML 2020
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence
NeurIPS 2020
A Persistent Weisfeiler-Lehman Procedure for Graph Classification
ICML 2019
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology
ICLR 2019