reproducing kernel hilbert space

Generalized Kernel Thinning ICLR 2022 Handling Hard Affine SDP Shape Constraints in RKHSs JMLR 2022 Harmless interpolation in regression and classification with structured features AISTATS 2022 Instance Dependent Regret Analysis of Kernelized Bandits ICML 2022 Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022 Kernel interpolation in Sobolev spaces is not consistent in low dimensions COLT 2022 Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence JMLR 2022 Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces NeurIPS 2022 Learning Inconsistent Preferences with Gaussian Processes AISTATS 2022 Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NeurIPS 2022 Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure NeurIPS 2022 Measuring dissimilarity with diffeomorphism invariance ICML 2022 Meta-Learning Hypothesis Spaces for Sequential Decision-making ICML 2022 Naming the Most Anomalous Cluster in Hilbert Space for Structures with Attribute Information AAAI 2022 Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022 Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization ICML 2022 Nonparametric adaptive control and prediction: theory and randomized algorithms JMLR 2022 Open Problem: Regret Bounds for Noise-Free Kernel-Based Bandits COLT 2022 Optimal Rates for Regularized Conditional Mean Embedding Learning NeurIPS 2022 Single Trajectory Nonparametric Learning of Nonlinear Dynamics COLT 2022 Sobolev Norm Learning Rates for Conditional Mean Embeddings AISTATS 2022 TRF: Learning Kernels with Tuned Random Features AAAI 2022 Value Function Approximations via Kernel Embeddings for No-Regret Reinforcement Learning ACML 2022 A General Framework for Empirical Bayes Estimation in Discrete Linear Exponential Family JMLR 2021 A kernel two-sample test with selection bias UAI 2021