gaussian process

Active Constraint Learning in High Dimensions from Demonstrations L4DC 2026 Advanced Black-Box Tuning of Large Language Models with Limited API Calls AAAI 2026 Balancing Expressivity and Learnability in Quantum Kernel Bandit Optimization UAI 2026 Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis AAAI 2026 Client-level Active Error Correction in Distributed Learning AAAI 2026 COBALT: Censored Optimization and Bayesian Active Learning Techniques UAI 2026 Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026 Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation ACL 2026 Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes AAAI 2026 Exploiting Concavity Information in Contextual Bandit Optimization UAI 2026 Finite Neural Networks as Mixtures of Gaussian Processes: From Provable Error Bounds to Prior Selection JMLR 2026 Flow-Induced Diagonal Gaussian Processes AAAI 2026 ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model AAAI 2026 Function-on-Function Bayesian Optimization AAAI 2026 Gaussian Process Limit Reveals Structural Benefits of Graph Transformers UAI 2026 GP-4DGS: Probabilistic 4D Gaussian Splatting from Monocular Video via Variational Gaussian Processes CVPR 2026 Hierarchical Bayesian Quadrature UAI 2026 How Good Are Inducing Points for Dataset Distillation? (Student Abstract) AAAI 2026 Instrumental and Proximal Causal Inference with Gaussian Processes UAI 2026 Kronecker-Structured Nonparametric Spatiotemporal Point Processes UAI 2026 Learning Dynamics from Input-Output Data with Hamiltonian Gaussian Processes L4DC 2026 Learning to Infer Fast by Attending to Sparse Temporal Observations UAI 2026 Parametric Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2026 PFEM-GP-dPHS : a finite element framework for combining Gaussian processes and infinite-dimensional port-Hamiltonian systems L4DC 2026 Reward Redistribution via Gaussian Process Likelihood Estimation AAAI 2026