Siddharth Ramchandran | DeepAI

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Featured Co-authors

Harri Lähdesmäki
20 publications
Miika Koskinen
2 publications
Gleb Tikhonov
2 publications
Mine Öğretir
1 publication
Dimitrios Papatheodorou
1 publication
Otto Lönnroth
1 publication
Pekka Tiikkainen
1 publication

research

∙ 04/20/2022

A Variational Autoencoder for Heterogeneous Temporal and Longitudinal Data

The variational autoencoder (VAE) is a popular deep latent variable mode...

0 Mine Öğretir, et al. ∙

research

∙ 03/02/2022

Learning Conditional Variational Autoencoders with Missing Covariates

Conditional variational autoencoders (CVAEs) are versatile deep generati...

0 Siddharth Ramchandran, et al. ∙

research

∙ 06/17/2020

Longitudinal Variational Autoencoder

Longitudinal datasets measured repeatedly over time from individual subj...

9 Siddharth Ramchandran, et al. ∙

research

∙ 09/04/2019

Latent Gaussian process with composite likelihoods for data-driven disease stratification

Data-driven techniques for identifying disease subtypes using medical re...

0 Siddharth Ramchandran, et al. ∙