Brendon G. Anderson
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
🧭
Keyword Pioneer
Conferences
L4DC (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
certified robustness
(2)
adversarial robustness
(2)
semidefinite programming
(1)
branch and bound
(1)
linear programming
(1)
randomized smoothing
(1)
adversarial perturbation
(1)
decision boundary
(1)
robustness certification
(1)
neural network verification
(1)
relu network
(1)
neural network classifier
(1)
neural network
(1)
accuracy-robustness trade-off
(1)
probability mixing
(1)
robustness-accuracy tradeoff
(1)
Papers
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification
JMLR 2025
Transport of Algebraic Structure to Latent Embeddings
ICML 2024
Mixing classifiers to alleviate the accuracy-robustness trade-off
L4DC 2024
Certified Robustness via Locally Biased Randomized Smoothing
L4DC 2022