Akifumi Okuno
5 papers · 2018–2020 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
graph embedding
(4)
neural network
(2)
metric learning
(1)
robust optimization
(1)
probabilistic modeling
(1)
similarity learning
(1)
conditionally positive definite
(1)
supervised classification
(1)
approximation error
(1)
robust learning
(1)
k-nearest neighbor
(1)
convergence rate
(1)
bias-variance tradeoff
(1)
approximation theory
(1)
empirical moment
(1)
inner product similarity
(1)
cosine similarity
(1)
noisy link weight
(1)
stochastic algorithm
(1)
multi-view feature learning
(1)
Papers
Extrapolation Towards Imaginary 0-Nearest Neighbour and Its Improved Convergence Rate
NeurIPS 2020
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability
AISTATS 2019
Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities
IJCAI 2019
Robust Graph Embedding with Noisy Link Weights
AISTATS 2019
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks
ICML 2018