Frederik Mallmann-Trenn
7 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Core Methods
(4)
Optimization & Theory · Machine Learning
(4)
Data Science & Analytics
(3)
Applications
(3)
Mathematics
(3)
Computer Science
(2)
Foundations
(2)
Deep Learning
(1)
Architectures
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
graph clustering
(3)
stochastic block model
(3)
community detection
(2)
hierarchical clustering
(1)
network analysis
(1)
graph embedding
(1)
stochastic process
(1)
clustering algorithm
(1)
online algorithm
(1)
random graph
(1)
approximation algorithm
(1)
spectral method
(1)
cost function
(1)
prediction error
(1)
machine learning prediction
(1)
competitive ratio
(1)
neural network sparsity
(1)
random subset sum
(1)
community recovery
(1)
information-theoretic threshold
(1)
Papers
On the Sparsity of the Strong Lottery Ticket Hypothesis
NeurIPS 2024
Community Recovery in the Degree-Heterogeneous Stochastic Block Model
COLT 2022
On early extinction and the effect of travelling in the SIR model
UAI 2022
Online Page Migration with ML Advice
AISTATS 2022
On the Power of Louvain in the Stochastic Block Model
NeurIPS 2020
Clustering Redemption–Beyond the Impossibility of Kleinberg’s Axioms
NeurIPS 2018
Hierarchical Clustering Beyond the Worst-Case
NeurIPS 2017