Moritz Vandenhirtz
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (18) ๐ Interdisciplinary Bridge ๐ Conference Polyglot (3) ๐ Cross-Pollinator (8) ๐ Renaissance Researcher (5)
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Keyword Pioneer
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Keyword Champion
(2)
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Trend Setter
โ
The Questioner
Conferences
NIPS (3)
ICML (2)
EMNLP (1)
Top co-authors
Keywords
interpretable machine learning
(3)
concept bottleneck model
(2)
text classification
(1)
prototype learning
(1)
hierarchical clustering
(1)
model interpretability
(1)
posterior distribution
(1)
interpretable classification
(1)
generative model
(1)
latent variable
(1)
variational autoencoder
(1)
confidence region
(1)
model fine-tuning
(1)
concept bottleneck
(1)
concept-based intervention
(1)
black box model
(1)
stochastic modeling
(1)
concept intervention
(1)
concept dependency
(1)
sentence embedding
(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
Stochastic Concept Bottleneck Models
NIPS 2024
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
NIPS 2024
Tree Variational Autoencoders
NIPS 2023
This Reads Like That: Deep Learning for Interpretable Natural Language Processing
EMNLP 2023