Michaela Hardt
5 papers
· 2020–2025
· 4 conferences
· across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Academic Marathon
(5)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(13)
Conferences
UAI (2)
AAAI (1)
AISTATS (1)
CLEAR (1)
Top co-authors
Keywords
causal inference
(3)
anomaly detection
(1)
time series clustering
(1)
causal discovery
(1)
eigenvalue estimation
(1)
time series forecasting
(1)
distribution shift
(1)
generalization bound
(1)
autoregressive model
(1)
feature engineering
(1)
linear dynamical system
(1)
causal graph
(1)
root cause analysis
(1)
performance debugging
(1)
interventional distribution
(1)
microservice architecture
(1)
permutation test
(1)
graph falsification
(1)
baseline comparison
(1)
causal generalization
(1)
Papers
Linear Dynamics: Clustering without identification
AISTATS 2020