Asymptotically Fair Participation in Machine Learning Models: an Optimal Control Perspective

16 November 2023

Papers citing "Asymptotically Fair Participation in Machine Learning Models: an Optimal Control Perspective"

7 / 7 papers shown

Title
Towards Robust Neural Networks via Close-loop Control Zhuotong Chen Qianxiao Li Zheng Zhang OOD AAML 44 25 0 03 Feb 2021
ProPublica's COMPAS Data Revisited M. Barenstein FaML 44 51 0 11 Jun 2019
Augmented Neural ODEs Emilien Dupont Arnaud Doucet Yee Whye Teh BDL 141 628 0 02 Apr 2019
A Mean-Field Optimal Control Formulation of Deep Learning Weinan E Jiequn Han Qianxiao Li OOD 97 185 0 03 Jul 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 463 19,006 0 20 Jul 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 217 4,305 0 07 Oct 2016
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 191 1,984 0 11 Dec 2014