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Rare-event Simulation for Neural Network and Random Forest Predictors.

, , , and . ACM Trans. Model. Comput. Simul., 32 (3): 18:1-18:33 (2022)

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Certifiable Evaluation for Autonomous Vehicle Perception Systems using Deep Importance Sampling (Deep IS)., , , , , , and . ITSC, page 1736-1742. IEEE, (2022)Synthesis of Different Autonomous Vehicles Test Approaches., , , and . ITSC, page 2000-2005. IEEE, (2018)Designing Importance samplers to simulate Machine Learning Predictors via Optimization., , and . WSC, page 1730-1741. IEEE, (2018)Segmentation of prostate ultrasound images: the state of the art and the future directions of segmentation algorithms., , , , , and . Artif. Intell. Rev., 56 (1): 615-651 (2023)A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods., , , and . CoRR, (2017)Assessing Modeling Variability in Autonomous Vehicle Accelerated Evaluation., , , and . CoRR, (2019)Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling., , , , , , , , and . IROS, page 12919-12926. IEEE, (2022)A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods., , , , and . ACC, page 4796-4802. IEEE, (2018)Towards affordable on-track testing for autonomous vehicle - A Kriging-based statistical approach., , and . ITSC, page 1-6. IEEE, (2017)Inter-channel nonlinearity equalization based on Volterra series in polarization-division-multiplexed WDM systems., , , , and . APCC, page 620-621. IEEE, (2013)