Elke Kirschbaum
8 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8) π Cross-Pollinator (10) π Interdisciplinary Bridge
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Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Conferences
CLEAR (3)
ICLR (2)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(3)
maximum entropy
(1)
anomaly detection
(1)
causal discovery
(1)
signal processing
(1)
time series
(1)
spike timing
(1)
causal sufficiency
(1)
observational study
(1)
structural causal model
(1)
counterfactual inference
(1)
root cause analysis
(1)
performance debugging
(1)
dataset merging
(1)
categorical variable
(1)
microservice architecture
(1)
faithfulness assumption
(1)
pattern detection
(1)
marginal problem
(1)
sparse convolutional coding
(1)
Papers
Score matching through the roof: linear, nonlinear, and latent variables causal discovery
CLEAR 2025
QA-Calibration of Language Model Confidence Scores
ICLR 2025
Beyond Single-Feature Importance with ICECREAM
CLEAR 2025
The PetShop Dataset β Finding Causes of Performance Issues across Microservices
CLEAR 2024
Causal Inference Through the Structural Causal Marginal Problem
ICML 2022
Obtaining Causal Information by Merging Datasets with MAXENT
AISTATS 2022
LeMoNADe: Learned Motif and Neuronal Assembly Detection in calcium imaging videos
ICLR 2019
Sparse convolutional coding for neuronal assembly detection
NIPS 2017