Christina Heinze-Deml
5 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (6) π Interdisciplinary Bridge π Conference Polyglot (3)
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The Questioner
(2)
Conferences
ICLR (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
causal discovery
(2)
active learning
(1)
adversarial training
(1)
maximum likelihood
(1)
structural equation model
(1)
latent variable
(1)
structural causal model
(1)
causal graph
(1)
experiment selection
(1)
invariant causal prediction
(1)
spatial robustness
(1)
additive intervention
(1)
invariance-inducing regularizer
(1)
causal inference
(1)
worst-case transformation
(1)
Papers
Do LLMs ``know'' internally when they follow instructions?
ICLR 2025
Do LLMs estimate uncertainty well in instruction-following?
ICLR 2025
Learning and scoring Gaussian latent variable causal models with unknown additive interventions
JMLR 2024
Active Invariant Causal Prediction: Experiment Selection through Stability
NIPS 2020
Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness
NIPS 2019