Siddharth Ramchandran

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AISTATS (2) ICLR (1)

Top co-authors

Harri Lahdesmaki (3) Miika Koskinen (2) Kalle Kujanpää (1) Manuel Haussmann (1) Gleb Tikhonov (1)

Keywords

gaussian process (2) variational inference (1) kl divergence (1) generative model (1) variational autoencoder (1) heterogeneous datum (1) data imputation (1) longitudinal datum (1) representation learning (1) low-dimensional representation (1)

Papers

High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders ICLR 2025

Latent Gaussian process with composite likelihoods and numerical quadrature AISTATS 2021

Longitudinal Variational Autoencoder AISTATS 2021