Christian Bock
4 papers · 2019–2020 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
topological data analysis
(2)
graph classification
(1)
time series classification
(1)
persistent homology
(1)
healthcare application
(1)
graph kernel
(1)
set function learning
(1)
persistence diagram
(1)
weisfeiler-lehman algorithm
(1)
irregularly-sampled time series
(1)
cubical persistence
(1)
differentiable set function
(1)
fmri analysis
(1)
brain state trajectory
(1)
Papers
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence
NIPS 2020
Set Functions for Time Series
ICML 2020
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology
ICLR 2019
A Persistent Weisfeiler-Lehman Procedure for Graph Classification
ICML 2019