Niklas Pfister
9 papers
· 2019–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Academic Marathon
(6)
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π
Cross-Pollinator
(5)
π₯
Mega-Team
(26)
Conferences
ICML (3)
JMLR (3)
AISTATS (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
causal inference
(3)
instrumental variable
(2)
domain generalization
(2)
probabilistic modeling
(1)
independent component analysis
(1)
policy generalization
(1)
invariant learning
(1)
linear model
(1)
unobserved confounding
(1)
causal function
(1)
distribution generalization
(1)
higher moment
(1)
zero-shot prediction
(1)
effect invariance
(1)
invariant subspace decomposition
(1)
time-varying regression
(1)
joint matrix diagonalization
(1)
confounding-robust estimation
(1)
stationary noise
(1)
sparse causal effect
(1)
Papers
Invariant Subspace Decomposition
JMLR 2025