Ulrike Luxburg
7 papers · 2014–2020 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
metric learning
(3)
ordinal embedding
(2)
k-nearest neighbor graph
(2)
graph laplacian
(1)
k-means clustering
(1)
feature importance
(1)
dimension reduction
(1)
vector quantization
(1)
intrinsic dimension
(1)
distance preservation
(1)
k-nearest neighbor
(1)
metric space
(1)
random forest
(1)
local interpretable model-agnostic explanation
(1)
gradient analysis
(1)
triplet comparison
(1)
graph drawing
(1)
nearest neighbor graph
(1)
similarity transformation
(1)
distance geometry
(1)
Papers
Explaining the Explainer: A First Theoretical Analysis of LIME
AISTATS 2020
Comparison-Based Random Forests
ICML 2018
Dimensionality estimation without distances
AISTATS 2015
Density-preserving quantization with application to graph downsampling
COLT 2014
Local Ordinal Embedding
ICML 2014
The f-Adjusted Graph Laplacian: a Diagonal Modification with a Geometric Interpretation
ICML 2014
Uniqueness of Ordinal Embedding
COLT 2014