Brendon G. Anderson
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Research topics
Keywords
certified robustness
(2)
adversarial robustness
(2)
semidefinite programming
(1)
branch and bound
(1)
linear programming
(1)
implicit neural representation
(1)
randomized smoothing
(1)
adversarial perturbation
(1)
decision boundary
(1)
robustness certification
(1)
neural network verification
(1)
relu network
(1)
neural network classifier
(1)
latent embedding
(1)
neural network
(1)
robustness-accuracy trade-off
(1)
accuracy-robustness trade-off
(1)
probability mixing
(1)
algebraic structure
(1)
associativity
(1)
Papers
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification
JMLR 2025
Mixing classifiers to alleviate the accuracy-robustness trade-off
L4DC 2024
Transport of Algebraic Structure to Latent Embeddings
ICML 2024
Certified Robustness via Locally Biased Randomized Smoothing
L4DC 2022