Optimization problems for machine learning: A survey
- Claudio Gambella
- Bissan Ghaddar
- et al.
- 2021
- EJOR
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216 results for Adversarial Robustness and Privacy
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2020
- IEEE SPM
Adversarial Robustness Toolbox v1.0.0
- Maria-irina Nicolae
- Mathieu Sinn
- et al.
- 2019
- arXiv
RAPA-convNets: Modified convolutional networks for accelerated training on architectures with analog arrays
- Malte J. Rasch
- Tayfun Gokmen
- et al.
- 2019
- Frontiers in Neuroscience
Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition
- Gaurav Goswami
- Akshay Agarwal
- et al.
- 2019
- IJCV
Efficient ConvNets for Analog Arrays
- Malte Rasch
- Tayfun Gokmen
- et al.
- 2018
- arXiv