Sebastian Dalleiger
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (27)
π
Conference Polyglot
(3)
π§
Keyword Pioneer
π
Keyword Champion
(2)
Conferences
AAAI (5)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
maximum entropy
(2)
boolean matrix factorization
(2)
non-negative matrix factorization
(2)
federated learning
(2)
proximal optimization
(2)
parameter estimation
(1)
graph classification
(1)
graph matching
(1)
graph analysis
(1)
interpretable machine learning
(1)
community detection
(1)
markov chain monte carlo
(1)
binary matrix factorization
(1)
low-rank approximation
(1)
maximum likelihood
(1)
alternating optimization
(1)
likelihood maximization
(1)
graph partitioning
(1)
stochastic block model
(1)
proximal gradient descent
(1)
Papers
From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs
AAAI 2025
Creating Coherence in Federated Non-Negative Matrix Factorization
AAAI 2025
Federated Binary Matrix Factorization Using Proximal Optimization
AAAI 2025
Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework
ICLR 2023
Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent
NIPS 2022
Differentially Describing Groups of Graphs
AAAI 2022
Explainable Data Decompositions
AAAI 2020