conftrace_

rare event simulation

9 papers

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Co-occurring keywords · papers mentioning both

importance sampling (4) monte carlo (2) monte carlo method (2) transition path sampling (2) autonomous vehicle (2) molecular dynamics (2) failure mode analysis (1) autonomous vehicle testing (1) failure probability (1) detector design (1)

Papers

Enhanced Importance Sampling Through Latent Space Exploration in Normalizing Flows AAAI 2025 RESuM: A Rare Event Surrogate Model for Physics Detector Design ICLR 2025 Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers ICLR 2025 Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling NeurIPS 2024 Fast Reliability Estimation for Neural Networks with Adversarial Attack-Driven Importance Sampling UAI 2024 Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems AISTATS 2021 Efficient Statistical Assessment of Neural Network Corruption Robustness NeurIPS 2021 Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems NeurIPS 2020 Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation NeurIPS 2018