Moritz Vandenhirtz
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Keywords
interpretable machine learning
(3)
hierarchical clustering
(2)
concept bottleneck model
(2)
text classification
(1)
prototype learning
(1)
interpretability
(1)
model interpretability
(1)
posterior distribution
(1)
classifier
(1)
interpretable classification
(1)
generative model
(1)
latent variable
(1)
variational autoencoder
(1)
confidence region
(1)
model fine-tuning
(1)
concept bottleneck
(1)
sparsity level
(1)
concept-based intervention
(1)
stochastic modeling
(1)
concept intervention
(1)
Papers
From Logits to Hierarchies: Hierarchical Clustering made Simple
ICML 2025
From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection
ICML 2025
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
NeurIPS 2024
Stochastic Concept Bottleneck Models
NeurIPS 2024
This Reads Like That: Deep Learning for Interpretable Natural Language Processing
EMNLP 2023
Tree Variational Autoencoders
NeurIPS 2023