conftrace_

probabilistic robustness

8 papers

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PR

Co-occurring keywords

adversarial robustness (1341) adversarial example (564) bayesian neural network (201) adversarial training (1262) uncertainty quantification (1393) gradient-based verification (1) robustness guarantee (11) data filtering (99) risk-aware optimization (5) learning-based control (8)

Papers

Adversarial Training for Probabilistic Robustness ICCV 2025
Tight Verification of Probabilistic Robustness in Bayesian Neural Networks AISTATS 2024
Probabilistically robust conformal prediction UAI 2023
Probabilistic Robustness for Data Filtering EACL 2023
Probabilistically Robust Learning: Balancing Average and Worst-case Performance ICML 2022
Statistically robust neural network classification UAI 2021
Probabilistic robust linear quadratic regulators with Gaussian processes L4DC 2021
Statistical Guarantees for the Robustness of Bayesian Neural Networks IJCAI 2019