Patrick Blöbaum
11 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (16) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)
🌈
Renaissance Researcher
(5)
💎
Century Club
(11)
Conferences
CLEAR (4)
AISTATS (2)
ICML (2)
AAAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(4)
causal graph
(2)
shapley value
(2)
logistic regression
(1)
causal discovery
(1)
feature attribution
(1)
posterior sampling
(1)
out-of-distribution generalization
(1)
online decision making
(1)
linear discriminant analysis
(1)
hilbert-schmidt independence criterion
(1)
causal structure
(1)
prior distribution
(1)
sequential testing
(1)
thompson sampling
(1)
diffusion model
(1)
predictor merging
(1)
out-of-variable generalization
(1)
model explanation
(1)
data manifold
(1)
Papers
Cross-validating causal discovery via Leave-One-Variable-Out
CLEAR 2025
Beyond Single-Feature Importance with ICECREAM
CLEAR 2025
Score matching through the roof: linear, nonlinear, and latent variables causal discovery
CLEAR 2025
Toward Falsifying Causal Graphs Using a Permutation-Based Test
AAAI 2025
DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models
JMLR 2024
Quantifying intrinsic causal contributions via structure preserving interventions
AISTATS 2024
The PetShop Dataset — Finding Causes of Performance Issues across Microservices
CLEAR 2024
Causal vs. Anticausal merging of predictors
NIPS 2024
Thompson Sampling with Diffusion Generative Prior
ICML 2023
Sequential Kernelized Independence Testing
ICML 2023
Manifold Restricted Interventional Shapley Values
AISTATS 2023