conftrace_

input uncertainty

5 papers

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IU

Co-occurring keywords · papers mentioning both

gaussian process (3) uncertainty quantification (3) uncertainty propagation (2) bayesian optimization (2) neural network (1) neural network uncertainty (1) sparse spectrum gaussian process (1) parameter distribution (1) risk measure (1) pareto front (1)

Papers

Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty AISTATS 2024 Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs NeurIPS 2023 Input uncertainty propagation through trained neural networks ICML 2023 Defense Through Diverse Directions ICML 2020 Prediction under Uncertainty in Sparse Spectrum Gaussian Processes with Applications to Filtering and Control ICML 2017