Akifumi Okuno
5 papers · 2018–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (12)
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Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
graph embedding
(4)
neural network
(2)
metric learning
(1)
robust optimization
(1)
probabilistic modeling
(1)
similarity learning
(1)
supervised classification
(1)
approximation error
(1)
robust learning
(1)
k-nearest neighbor
(1)
convergence rate
(1)
bias-variance tradeoff
(1)
approximation theory
(1)
bias-variance trade-off
(1)
empirical moment
(1)
inner product similarity
(1)
conditionally positive-definite
(1)
cosine similarity
(1)
noisy link weight
(1)
stochastic algorithm
(1)
Papers
Extrapolation Towards Imaginary 0-Nearest Neighbour and Its Improved Convergence Rate
NIPS 2020
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability
AISTATS 2019
Robust Graph Embedding with Noisy Link Weights
AISTATS 2019
Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities
IJCAI 2019
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks
ICML 2018