Anderson, Brendon G.

5 publications

JMLR 2025 Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi

L4DC 2024 Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off Yatong Bai, Brendon G. Anderson, Somayeh Sojoudi

ICML 2024 Transport of Algebraic Structure to Latent Embeddings Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi

TMLR 2023 Projected Randomized Smoothing for Certified Adversarial Robustness Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi

L4DC 2022 Certified Robustness via Locally Biased Randomized Smoothing Brendon G. Anderson, Somayeh Sojoudi