Frederik Mallmann-Trenn
7 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Conferences
NIPS (4)
AISTATS (1)
COLT (1)
UAI (1)
Top co-authors
Keywords
stochastic block model
(3)
graph clustering
(3)
lottery ticket hypothesis
(1)
hierarchical clustering
(1)
community detection
(1)
network analysis
(1)
graph embedding
(1)
stochastic process
(1)
stochastic blockmodel
(1)
clustering algorithm
(1)
online algorithm
(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)
Papers
On the Sparsity of the Strong Lottery Ticket Hypothesis
NIPS 2024
Online Page Migration with ML Advice
AISTATS 2022
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
On the Power of Louvain in the Stochastic Block Model
NIPS 2020
Clustering Redemption–Beyond the Impossibility of Kleinberg’s Axioms
NIPS 2018
Hierarchical Clustering Beyond the Worst-Case
NIPS 2017