Sebastian Damrich
8 papers
· 2019–2025
· 3 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(10)
π
Academic Marathon
(6)
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
NIPS (4)
ICML (3)
ICLR (1)
Top co-authors
Keywords
semi-supervised learning
(2)
spanning forest
(2)
random walker
(2)
dimensionality reduction
(2)
data visualization
(1)
topological data analysis
(1)
directed graph
(1)
gibbs distribution
(1)
persistent homology
(1)
probabilistic model
(1)
distance metric
(1)
latent representation
(1)
spectral method
(1)
loss function
(1)
matrix tree theorem
(1)
graph metric
(1)
negative sampling
(1)
geometric regularizer
(1)
seeded segmentation
(1)
effective resistance
(1)
Papers
On UMAP's True Loss Function
NIPS 2021
Directed Probabilistic Watershed
NIPS 2021