Data pre-processing for discrimination prevention: Information-theoretic optimization and analysis
- Flavio Du Pin Calmon
- Dennis Wei
- et al.
- 2018
- IEEE JSTSP
Paper
Publications
7 results for Flavio Du Pin Calmon
Optimized pre-processing for discrimination prevention
- Flavio Du Pin Calmon
- Dennis Wei
- et al.
- 2017
- NeurIPS 2017
Conference paperHypothesis testing under maximal leakage privacy constraints
- Jiachun Liao
- Lalitha Sankar
- et al.
- 2017
- ISIT 2017
Conference paperPrincipal Inertia Components and Applications
- Flavio Du Pin Calmon
- Ali Makhdoumi
- et al.
- 2017
- IEEE Trans. Inf. Theory
PaperMutual Outage Probability
- Flavio Du Pin Calmon
- Alvaro Augusto Machado De Medeiros
- et al.
- 2017
- IEEE TWC
PaperHypothesis testing in the high privacy limit
- Jiachun Liao
- Lalitha Sankar
- et al.
- 2016
- Allerton 2016
Conference paperCorrecting forecasts with multifactor neural attention
- Matthew Riemer
- Aditya Vempaty
- et al.
- 2016
- ICML 2016
Conference paper