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Konstantin Hess
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 5
Top Topics
Brownian Motion
Causal Effects
Boundary Value Problem
Conformal Prediction
Top Venues
CoRR
ICLR
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Publications
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Dennis Frauen
,
Konstantin Hess
,
Stefan Feuerriegel
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time.
CoRR
(2024)
Konstantin Hess
,
Valentyn Melnychuk
,
Dennis Frauen
,
Stefan Feuerriegel
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation.
ICLR
(2024)
Konstantin Hess
,
Dennis Frauen
,
Valentyn Melnychuk
,
Stefan Feuerriegel
G-Transformer for Conditional Average Potential Outcome Estimation over Time.
CoRR
(2024)
Maresa Schröder
,
Dennis Frauen
,
Jonas Schweisthal
,
Konstantin Hess
,
Valentyn Melnychuk
,
Stefan Feuerriegel
Conformal Prediction for Causal Effects of Continuous Treatments.
CoRR
(2024)
Konstantin Hess
,
Valentyn Melnychuk
,
Dennis Frauen
,
Stefan Feuerriegel
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation.
CoRR
(2023)