conftrace_

robustness guarantee

11 papers

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Co-occurring keywords

neural network (6616) adversarial robustness (1341) adversarial example (564) probabilistic robustness (8) gradient-based verification (1) online bipartite matching (6) prototype-based learning (14) probabilistic guarantee (18) radial basis function (20) dbscan algorithm (4)

Papers

A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025
Promoting Counterfactual Robustness through Diversity AAAI 2024
Tight Verification of Probabilistic Robustness in Bayesian Neural Networks AISTATS 2024
Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees ICML 2023
Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits IJCAI 2022
RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval ICML 2022
Adaptive Verifiable Training Using Pairwise Class Similarity AAAI 2021
Robustness Guarantees for Bayesian Inference with Gaussian Processes AAAI 2019
Robustness Guarantees for Density Clustering AISTATS 2019
Semidefinite relaxations for certifying robustness to adversarial examples NIPS 2018
A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models ICML 2014