Practical Convex Formulation of Robust One-hidden-layer Neural Network
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Practical Convex Formulation of Robust One-hidden-layer Neural Network Training

25 May 2021

Somayeh Sojoudi

Papers citing "Practical Convex Formulation of Robust One-hidden-layer Neural Network Training"

5 / 5 papers shown

Title
Adversarial Training of Two-Layer Polynomial and ReLU Activation Networks via Convex Optimization Daniel Kuelbs Sanjay Lall Mert Pilanci AAML 23 1 0 22 May 2024
Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off Yatong Bai Brendon G. Anderson Somayeh Sojoudi AAML 27 2 0 26 Nov 2023
Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training Yatong Bai Tanmay Gautam Somayeh Sojoudi AAML 27 17 0 06 Jan 2022
A Sequential Framework Towards an Exact SDP Verification of Neural Networks Ziye Ma Somayeh Sojoudi 32 8 0 16 Oct 2020
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 296 3,112 0 04 Nov 2016