David Kaltenpoth
6 papers
· 2023–2024
· 5 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(5)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(13)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
β‘
Prolific Year
(5)
Conferences
AISTATS (2)
AAAI (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Research topics
Keywords
causal discovery
(5)
causal inference
(1)
gaussian process
(1)
mutual information
(1)
distribution shift
(1)
distribution testing
(1)
minimum description length
(1)
representative sampling
(1)
communication efficiency
(1)
regret optimization
(1)
latent variable
(1)
variational autoencoder
(1)
selection bia
(1)
multi-environment learning
(1)
causal model
(1)
observational datum
(1)
hidden confounder
(1)
causal graph
(1)
confounding variable
(1)
causal mechanism shift
(1)
Papers
Identifying Confounding from Causal Mechanism Shifts
AISTATS 2024