Yvan Saeys
5 papers · 2009–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🏃 Academic Marathon (13) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (5)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(13)
🏆
Keyword Champion
📈
Trend Setter
❓
The Questioner
Conferences
JMLR (2)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
dimensionality reduction
(1)
learning theory
(1)
image classification
(1)
nearest neighbor
(1)
machine learning
(1)
graph topology
(1)
submodular maximization
(1)
clustering algorithm
(1)
phase transition
(1)
high-dimensional datum
(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)
forest representation
(1)
backbone extraction
(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
NIPS 2017
Java-ML: A Machine Learning Library
JMLR 2009