Ramchandran, Siddharth

4 publications

ICLR 2025 High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders Siddharth Ramchandran, Manuel Haussmann, Harri Lähdesmäki

ICMLW 2023 Adverse Event Prediction Using a Task-Specific Generative Model Otto Lönnroth, Siddharth Ramchandran, Pekka Tiikkainen, Mine Öğretir, Jussi Leinonen, Harri Lähdesmäki

AISTATS 2021 Latent Gaussian Process with Composite Likelihoods and Numerical Quadrature Siddharth Ramchandran, Miika Koskinen, Harri Lähdesmäki

AISTATS 2021 Longitudinal Variational Autoencoder Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki