Ulrike V. Luxburg
6 papers · 2007–2023 · 1 venue · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Full 🗺️ Taxonomy Completionist (20) 🌟 Keyword Trendsetter Combo (3)
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Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Computer Science
(3)
Foundations
(3)
Learning Types
(3)
Optimization & Theory · Machine Learning
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Applications
(2)
Mathematics
(2)
Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
graph theory
(2)
resistance distance
(2)
neural tangent kernel
(1)
statistical consistency
(1)
spectral clustering
(1)
statistical learning theory
(1)
graph clustering
(1)
laplacian regularization
(1)
ridge regression
(1)
graph construction
(1)
network analysis
(1)
branch and bound
(1)
normalized cut
(1)
random walk
(1)
discrete optimization
(1)
clustering objective functions
(1)
nearest neighbor clustering
(1)
partition optimization
(1)
commute distance
(1)
graph vertices
(1)
Papers
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension
NeurIPS 2023
Interpolation and Regularization for Causal Learning
NeurIPS 2022
Phase transition in the family of p-resistances
NeurIPS 2011
Getting lost in space: Large sample analysis of the resistance distance
NeurIPS 2010
Influence of graph construction on graph-based clustering measures
NeurIPS 2008
Consistent Minimization of Clustering Objective Functions
NeurIPS 2007