Elke Kirschbaum
9 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
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Topic Evolution
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Knowledge & Reasoning
(3)
Optimization & Theory
(3)
Reasoning
(3)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Learning Types
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Cognitive Science
(1)
Models
(1)
Keywords
causal inference
(3)
root cause analysis
(2)
maximum entropy
(2)
causal discovery
(2)
exponential family
(1)
question answering
(1)
probabilistic modeling
(1)
discrete latent variable
(1)
time series
(1)
spike timing
(1)
signal processing
(1)
causal sufficiency
(1)
calcium imaging
(1)
observational study
(1)
score function
(1)
latent variable model
(1)
variational autoencoder
(1)
structural causal model
(1)
explainability
(1)
anomaly detection
(1)
Papers
Estimating Joint Interventional Distributions from Marginal Interventional Data
CLeaR 2026
Beyond Single-Feature Importance with ICECREAM
CLeaR 2025
QA-Calibration of Language Model Confidence Scores
ICLR 2025
Score matching through the roof: linear, nonlinear, and latent variables causal discovery
CLeaR 2025
The PetShop Dataset — 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
NeurIPS 2017