Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off

Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off

26 November 2023

Brendon G. Anderson

Somayeh Sojoudi

Papers citing "Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off"

5 / 5 papers shown

Title
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers Yatong Bai Mo Zhou Vishal M. Patel Somayeh Sojoudi AAML 24 6 0 03 Feb 2024
Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing Yatong Bai Brendon G. Anderson Aerin Kim Somayeh Sojoudi AAML 33 18 0 29 Jan 2023
A Sequential Framework Towards an Exact SDP Verification of Neural Networks Ziye Ma Somayeh Sojoudi 29 8 0 16 Oct 2020
Instance adaptive adversarial training: Improved accuracy tradeoffs in neural nets Yogesh Balaji Tom Goldstein Judy Hoffman AAML 131 103 0 17 Oct 2019
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 273 3,110 0 04 Nov 2016