Mikio Aoi
4 papers · 2018–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge
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Hot Topic Early Bird
Conferences
AISTATS (2)
NIPS (2)
Top co-authors
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
NIPS 2020
Model-based targeted dimensionality reduction for neuronal population data
NIPS 2018
Matrix-normal models for fMRI analysis
AISTATS 2018