reproducing kernel hilbert space

Adaptive Hyperbolic Kernels: Modulated Embedding in de Branges-Rovnyak Spaces AAAI 2026 Continuous time policy evaluation is easier with noisy dynamics COLT 2026 Detecting Unobserved Confounders: A Kernelized Regression Approach AAAI 2026 Generalized-CVO: Fast and Correspondence-Free Local Point Cloud Registration with Second Order Riemannian Optimization CVPR 2026 Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent (Abstract Reprint) AAAI 2026 Kernel-based Distributed Learning JMLR 2026 Kernel Integrated R^2: A Measure of Dependence UAI 2026 Knowledge Cascade: Reverse Knowledge Distillation on Nonparametric Multivariate Functional Estimation JMLR 2026 Koopman Operator for Stability Analysis: Theory with a Linear–Radial Product Reproducing Kernel L4DC 2026 LUCID: Learning-Enabled Uncertainty-Aware Certification of Stochastic Dynamical Systems AAAI 2026 Nonlinear function-on-function regression by RKHS JMLR 2026 Spectral Truncation Kernels: Noncommutativity in C*-algebraic Kernel Machines JMLR 2026 The Generalised Kernel Covariance Measure CLeaR 2026 DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning AAAI 2025 Differentially Private Kernelized Contextual Bandits AISTATS 2025 Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025 Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification AAAI 2025 Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks ICLR 2025 Kernel-Based Optimal Control: An Infinitesimal Generator Approach L4DC 2025 KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks IJCAI 2025 Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025 Learning Safe Control via On-the-Fly Bandit Exploration ICML 2025 Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators AISTATS 2025 Lower Bounds for Time-Varying Kernelized Bandits AISTATS 2025 MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs ICCV 2025