Akira Imakura
4 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Pioneer
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Renaissance Researcher
(5)
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Trend Setter
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Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Foundations
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
dimensionality reduction
(1)
anomaly detection
(1)
supervised learning
(1)
ridge regression
(1)
distributed learning
(1)
privacy preservation
(1)
privacy-preserving learning
(1)
low-rank approximation
(1)
fourier transform
(1)
novelty detection
(1)
matrix completion
(1)
collaborative learning
(1)
low-rank tensor
(1)
tensor completion
(1)
intermediate representation
(1)
fast algorithm
(1)
tucker decomposition
(1)
eigenvalue problem
(1)
probabilistic method
(1)
classification performance
(1)
Papers
Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space
CVPR 2022
Collaborative Novelty Detection for Distributed Data by a Probabilistic Method
ACML 2021
Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction
AAAI 2019
Distributed Collaborative Feature Selection Based on Intermediate Representation
IJCAI 2019