gaussian process

RGMP: Recurrent Geometric-prior Multimodal Policy for Generalizable Humanoid Robot Manipulation AAAI 2026 SGPMIL: Sparse Gaussian Process Multiple Instance Learning WACV 2026 Simplex-to-Euclidean Bijection for Conjugate and Calibrated Multiclass Gaussian Process Classification UAI 2026 SPOT: Spatiotemporal Prompt Optimization for Motion-Stabilized MLLM-Guided Video Segmentation CVPR 2026 Streaming Generated Gaussian Process Experts for Online Learning and Control AAAI 2026 Structure Detection for Contextual Reinforcement Learning AAAI 2026 Talagrand Meets Talagrand: Upper and Lower Bounds on Expected Soft Maxima of Gaussian Processes with Finite Index Sets ALT 2026 The Price of Knowledge: Optimal Algorithms for Costly Bandits UAI 2026 Vecchia-Inducing-Points Full-Scale Approximations for Gaussian Processes JMLR 2026 Vector-Valued Gaussian Processes for Approximating Divergence- or Rotation-free Vector Fields JMLR 2026 A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025 Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks AAAI 2025 Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories ICLR 2025 Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization JMLR 2025 Asynchronous Distributed Gaussian Process Regression AAAI 2025 A Unified Theory of Quantum Neural Network Loss Landscapes ICLR 2025 BARK: A Fully Bayesian Tree Kernel for Black-box Optimization ICML 2025 Bayesian Analysis of Combinatorial Gaussian Process Bandits ICLR 2025 Bayesian Basis Function Approximation for Scalable Gaussian Process Priors in Deep Generative Models ICML 2025 Bayesian Circular Regression with von Mises Quasi-Processes AISTATS 2025 Bayesian Gaussian Process ODEs via Double Normalizing Flows AISTATS 2025 Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data JMLR 2025 Bayesian Optimization over Bounded Domains with the Beta Product Kernel UAI 2025 Bayesian Optimization via Continual Variational Last Layer Training ICLR 2025 Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient? UAI 2025