Search Results for author: Cameron Darwin

Found 2 papers, 0 papers with code

Do Counterfactual Examples Complicate Adversarial Training?

no code implementations16 Apr 2024 Eric Yeats, Cameron Darwin, Eduardo Ortega, Frank Liu, Hai Li

We leverage diffusion models to study the robustness-performance tradeoff of robust classifiers.

counterfactual

Adversarial Estimation of Topological Dimension with Harmonic Score Maps

no code implementations11 Dec 2023 Eric Yeats, Cameron Darwin, Frank Liu, Hai Li

Quantification of the number of variables needed to locally explain complex data is often the first step to better understanding it.

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