gaussian process latent variable model

Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation AISTATS 2025 Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models UAI 2025 Riemann$^2$: Learning Riemannian Submanifolds from Riemannian Data AISTATS 2025 Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling UAI 2025 Weighted Sum of Gaussian Process Latent Variable Models AISTATS 2025 Preventing Model Collapse in Gaussian Process Latent Variable Models ICML 2024 Learning GPLVM with arbitrary kernels using the unscented transformation AISTATS 2021 Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis JMLR 2021 Feature-correlation-aware Gaussian Process Latent Variable Model ACML 2018 Probabilistic Curve Learning: Coulomb Repulsion and the Electrostatic Gaussian Process NeurIPS 2015 Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis ICCV 2015 Kernel Topic Models AISTATS 2012 Variational Gaussian Process Dynamical Systems NeurIPS 2011 Bayesian Gaussian Process Latent Variable Model AISTATS 2010