Sandeep R Datta
4 papers · 2016–2022 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
🏃
Academic Marathon
(6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (4)
Top co-authors
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
NIPS 2022
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos
NIPS 2019
Learning a latent manifold of odor representations from neural responses in piriform cortex
NIPS 2018
Composing graphical models with neural networks for structured representations and fast inference
NIPS 2016