Christina Heinze-Deml
5 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
causal discovery
(2)
active learning
(1)
embedding space
(1)
adversarial training
(1)
error detection
(1)
maximum likelihood
(1)
structural equation model
(1)
latent variable
(1)
language model
(1)
uncertainty estimation
(1)
structural causal model
(1)
trustworthy ai
(1)
causal graph
(1)
internal representation
(1)
experiment selection
(1)
linear probe
(1)
invariant causal prediction
(1)
spatial robustness
(1)
additive intervention
(1)
invariance-inducing regularizer
(1)
Papers
Do LLMs estimate uncertainty well in instruction-following?
ICLR 2025
Do LLMs ``know'' internally when they follow instructions?
ICLR 2025
Learning and scoring Gaussian latent variable causal models with unknown additive interventions
JMLR 2024
Active Invariant Causal Prediction: Experiment Selection through Stability
NeurIPS 2020
Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness
NeurIPS 2019