conftrace_

input uncertainty

5 papers

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IU

Co-occurring keywords

gaussian process (1200) uncertainty quantification (1393) uncertainty propagation (20) bayesian optimization (624) neural network (6616) neural network uncertainty (5) sparse spectrum gaussian process (1) parameter distribution (6) risk measure (26) pareto front (63)

Papers

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