inducing point

How Good Are Inducing Points for Dataset Distillation? (Student Abstract) AAAI 2026 Vecchia-Inducing-Points Full-Scale Approximations for Gaussian Processes JMLR 2026 Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough? ICML 2025 Bayesian Basis Function Approximation for Scalable Gaussian Process Priors in Deep Generative Models ICML 2025 Koopman-Equivariant Gaussian Processes AISTATS 2025 Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling ICML 2025 The Price of Linear Time: Error Analysis of Structured Kernel Interpolation ICML 2025 Identifiable Feature Learning for Spatial Data with Nonlinear ICA AISTATS 2024 Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs AAAI 2024 Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees JMLR 2024 Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference ICML 2024 Sparse Variational Student-t Processes AAAI 2024 Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation AISTATS 2023 Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent NeurIPS 2023 Semi-Parametric Inducing Point Networks and Neural Processes ICLR 2023 Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data AISTATS 2023 Variational Gaussian Processes with Decoupled Conditionals NeurIPS 2023 Input Dependent Sparse Gaussian Processes ICML 2022 Kernel Interpolation with Sparse Grids NeurIPS 2022 Revisiting Active Sets for Gaussian Process Decoders NeurIPS 2022 Faster Kernel Interpolation for Gaussian Processes AISTATS 2021 Global inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes ICML 2021 Hierarchical Inducing Point Gaussian Process for Inter-domian Observations AISTATS 2021 Learning Compositional Sparse Gaussian Processes with a Shrinkage Prior AAAI 2021 Matérn Gaussian Processes on Graphs AISTATS 2021