Yvan Saeys
5 papers · 2009–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Keyword Champion
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Computer Science
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Core AI
(1)
Foundations
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Methods
(1)
Keywords
dimensionality reduction
(1)
representation learning
(1)
learning theory
(1)
image classification
(1)
unsupervised feature learning
(1)
nearest neighbor
(1)
machine learning
(1)
graph topology
(1)
submodular maximization
(1)
clustering algorithm
(1)
phase transition
(1)
high-dimensional data
(1)
data mining
(1)
adversarial perturbation
(1)
neural network robustness
(1)
adversarial example
(1)
algorithm implementation
(1)
graph mining
(1)
distance concentration
(1)
topological structure
(1)
Papers
The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data?
AISTATS 2022
Topologically Regularized Data Embeddings
ICLR 2022
Mining Topological Structure in Graphs through Forest Representations
JMLR 2020
Lower bounds on the robustness to adversarial perturbations
NeurIPS 2017
Java-ML: A Machine Learning Library
JMLR 2009