Mikio Aoi
4 papers · 2018–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
latent variable model
(2)
neural population activity
(2)
dimensionality reduction
(2)
canonical correlation analysis
(1)
probabilistic generative model
(1)
linear regression
(1)
matrix-variate normal
(1)
probabilistic model
(1)
convolutional neural network
(1)
embedding dimension
(1)
low-rank factorization
(1)
representational similarity analysis
(1)
shared dimensionality
(1)
representational complexity
(1)
representational similarity
(1)
noise covariance
(1)
neural network
(1)
multi-subject dataset
(1)
effective number of shared dimension
(1)
gaussian process factor model
(1)
Papers
The Effective Number of Shared Dimensions Between Paired Datasets
AISTATS 2024
Identifying signal and noise structure in neural population activity with Gaussian process factor models
NeurIPS 2020
Matrix-normal models for fMRI analysis
AISTATS 2018
Model-based targeted dimensionality reduction for neuronal population data
NeurIPS 2018