Elias Jääsaari
5 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Optimization & Theory
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
approximate nearest neighbor
(2)
multi-label classification
(2)
partition-based indexing
(2)
nearest neighbor search
(2)
normalized maximum likelihood
(2)
approximate nearest neighbor search
(2)
index structure
(2)
reduced-rank regression
(1)
vector search
(1)
product quantization
(1)
low-rank matrix factorization
(1)
partition-based index
(1)
large alphabet
(1)
candidate set selection
(1)
partition-based retrieval
(1)
bayesian inference
(1)
coding regret
(1)
structure learning
(1)
minimax optimality
(1)
nearest neighbor retrieval
(1)
Papers
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
JMLR 2024
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search
NeurIPS 2024
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
NeurIPS 2022
Minimax Optimal Bayes Mixtures for Memoryless Sources over Large Alphabets
ALT 2018
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures
AISTATS 2018