Guillaume Lagarde
5 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Keywords
hierarchical clustering
(2)
search algorithm
(2)
distance preservation
(2)
ultrametric embedding
(2)
hierarchical structure
(1)
combinatorial search
(1)
approximation algorithm
(1)
cost function
(1)
parallel compute
(1)
input-output example
(1)
subquadratic time
(1)
tree embedding
(1)
neural program synthesis
(1)
unsupervised learning
(1)
distance distortion
(1)
dimensionality reduction
(1)
program synthesis
(1)
best-first search
(1)
Papers
A (1+ε)-Approximation for Ultrametric Embedding in Subquadratic Time
AAAI 2025
Eco Search: A No-delay Best-First Search Algorithm for Program Synthesis
AAAI 2025
Scaling Neural Program Synthesis with Distribution-Based Search
AAAI 2022
Improving Ultrametrics Embeddings Through Coresets
ICML 2021
On Efficient Low Distortion Ultrametric Embedding
ICML 2020