2 code implementations • 18 Dec 2018 • Rizal Fathony, Kaiser Asif, Anqi Liu, Mohammad Ali Bashiri, Wei Xing, Sima Behpour, Xinhua Zhang, Brian D. Ziebart
We propose a robust adversarial prediction framework for general multiclass classification.
no code implementations • NeurIPS 2016 • Rizal Fathony, Anqi Liu, Kaiser Asif, Brian Ziebart
Recently proposed adversarial classification methods have shown promising results for cost sensitive and multivariate losses.
no code implementations • NeurIPS 2015 • Hong Wang, Wei Xing, Kaiser Asif, Brian Ziebart
Multivariate loss functions are used to assess performance in many modern prediction tasks, including information retrieval and ranking applications.