Alexander Modell
4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
Top co-authors
Keywords
graph representation learning
(2)
manifold learning
(1)
hierarchical clustering
(1)
low-rank approximation
(1)
singular value decomposition
(1)
kernel smoothing
(1)
kernel matrix
(1)
agglomerative clustering
(1)
random matrix theory
(1)
probabilistic graphical model
(1)
tree structure
(1)
temporal coherence
(1)
intensity function
(1)
node representation
(1)
dynamic network
(1)
sparse graph
(1)
continuous-time representation
(1)
structural coherence
(1)
dot product
(1)
inner product model
(1)
Papers
Entrywise error bounds for low-rank approximations of kernel matrices
NIPS 2024
Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks
NIPS 2023
Hierarchical clustering with dot products recovers hidden tree structure
NIPS 2023
Implications of sparsity and high triangle density for graph representation learning
AISTATS 2023