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uniform error bound

3 papers

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Co-occurring keywords · papers mentioning both

gaussian process (2) uncertainty quantification (2) basis function approximation (1) probabilistic lipschitz constant (1) probabilistic lipshitz constant (1) solution path learning (1) adaptive basis selection (1) model error (1) learning-based control (1) safety-critical application (1)

Papers

Beyond Discretization: Learning the Optimal Solution Path AISTATS 2025 Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications ICML 2022 Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control NeurIPS 2019