Optimal robust classifiers

By Edward R. Dougherty, Jianping Hua, Zixiang Xiong, Yidong Chen. 2005

14 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, Statistics and Probability, Signal Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Control and Systems Engineering

1. Battista Biggio
2. Fabio Roli

In Statistics and Probability

1. Battista Biggio
2. Fabio Roli

In Signal Processing

1. Battista Biggio
2. Fabio Roli
3. Giorgio Fumera
4. Giorgio Giacinto
5. Davide Maiorca
6. Ambra Demontis
7. Nicholas Carlini
8. Marco Melis

Citations in the corpus

• Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning (2017, background): “10Note that similar ideas have been exploited also to model uncertainty on some parameters of the data distribution and learn optimal robust classifiers against worst-case changes of such parameters [93].”