Sandeep R Datta
4 papers · 2016–2022 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Keyword Pioneer
Venues
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Research topics
Keywords
hidden markov model
(2)
dimensionality reduction
(1)
manifold learning
(1)
variational inference
(1)
neural encoding
(1)
gaussian process
(1)
time series
(1)
message passing
(1)
neural population
(1)
latent variable model
(1)
probabilistic graphical model
(1)
autoregressive model
(1)
latent variable
(1)
structured representation
(1)
convolutional autoencoder
(1)
neural network
(1)
bayesian decoding
(1)
behavioral variability
(1)
behavioral video
(1)
neural decoding
(1)
Papers
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs
NeurIPS 2022
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos
NeurIPS 2019
Learning a latent manifold of odor representations from neural responses in piriform cortex
NeurIPS 2018
Composing graphical models with neural networks for structured representations and fast inference
NeurIPS 2016