Michaela Hardt
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
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
Toward Falsifying Causal Graphs Using a Permutation-Based Test
AAAI 2025
The PetShop Dataset — Finding Causes of Performance Issues across Microservices
CLeaR 2024
Causal information splitting: Engineering proxy features for robustness to distribution shifts
UAI 2023
Causal forecasting: generalization bounds for autoregressive models
UAI 2022
Linear Dynamics: Clustering without identification
AISTATS 2020