Siddharth Ramchandran

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Gaussian Process

Methods In Computer Vision

Top Venues

Pattern Recognit.

Publications

Siddharth Ramchandran, Gleb Tikhonov, Otto Lönnroth, Pekka Tiikkainen, Harri Lähdesmäki
Learning conditional variational autoencoders with missing covariates. Pattern Recognit. 147 (2024)
Siddharth Ramchandran, Gleb Tikhonov, Otto Lönnroth, Pekka Tiikkainen, Harri Lähdesmäki
Learning Conditional Variational Autoencoders with Missing Covariates. CoRR (2022)
Mine Ögretir, Siddharth Ramchandran, Dimitrios Papatheodorou, Harri Lähdesmäki
A Variational Autoencoder for Heterogeneous Temporal and Longitudinal Data. ICMLA (2022)
Mine Ögretir, Siddharth Ramchandran, Dimitrios Papatheodorou, Harri Lähdesmäki
A Variational Autoencoder for Heterogeneous Temporal and Longitudinal Data. CoRR (2022)
Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki
Longitudinal Variational Autoencoder. AISTATS (2021)
Siddharth Ramchandran, Miika Koskinen, Harri Lähdesmäki
Latent Gaussian process with composite likelihoods and numerical quadrature. AISTATS (2021)
Siddharth Ramchandran, Gleb Tikhonov, Miika Koskinen, Harri Lähdesmäki
Longitudinal Variational Autoencoder. CoRR (2020)
Siddharth Ramchandran, Miika Koskinen, Harri Lähdesmäki
Latent Gaussian process with composite likelihoods for data-driven disease stratification. CoRR (2019)