Laxman Dhulipala
5 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(13)
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Keyword Champion
(3)
🌈
Renaissance Researcher
(5)
Venues
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Research topics
Computer Science
(4)
Data Science & Analytics
(3)
Machine Learning
(3)
Applications · Data Science & Analytics
(3)
Foundations
(3)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Mathematics
(1)
Optimization
(1)
Keywords
hierarchical agglomerative clustering
(3)
approximate nearest neighbor search
(2)
graph clustering
(2)
hierarchical clustering
(1)
nearest neighbor search
(1)
agglomerative clustering
(1)
approximation algorithm
(1)
semantic embedding
(1)
parallel algorithm
(1)
centroid-linkage clustering
(1)
dynamic data structure
(1)
average linkage
(1)
near-linear time
(1)
maximum inner product search
(1)
linkage measure
(1)
multi-vector retrieval
(1)
near-linear time algorithm
(1)
poly-logarithmic depth
(1)
centroid linkage
(1)
fixed dimensional encoding
(1)
Papers
Approximate Nearest Neighbor Search with Window Filters
ICML 2024
Efficient Centroid-Linkage Clustering
NeurIPS 2024
MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding
NeurIPS 2024
Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth
NeurIPS 2022
Hierarchical Agglomerative Graph Clustering in Nearly-Linear Time
ICML 2021