Siddharth Ramchandran

According to our database, Siddharth Ramchandran authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders.

Siddharth Ramchandran, Manuel Haussmann, Harri Lähdesmäki

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learning conditional variational autoencoders with missing covariates.

Siddharth Ramchandran, Gleb Tikhonov, Otto Lönnroth, Pekka Tiikkainen, Harri Lähdesmäki

Pattern Recognit., March, 2024

2022

A Variational Autoencoder for Heterogeneous Temporal and Longitudinal Data.

Mine Ögretir, Siddharth Ramchandran, Dimitrios Papatheodorou, Harri Lähdesmäki

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Longitudinal Variational Autoencoder.

Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Latent Gaussian process with composite likelihoods and numerical quadrature.

Siddharth Ramchandran, Miika Koskinen, Harri Lähdesmäki

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Longitudinal Variational Autoencoder.

Siddharth Ramchandran, Gleb Tikhonov, Miika Koskinen, Harri Lähdesmäki

CoRR, 2020

2019

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

Siddharth Ramchandran, Miika Koskinen, Harri Lähdesmäki

CoRR, 2019