WebArxiv 2024 Equalizing recourse across groups(基础的recourse测量的是单个样本，本文给出了一个group级别的recourse度量。) ICML 2024 Oral Continuously indexed domain adaptation(连续变化的domain) Causality Individual Treatment Estimation.

Equalizing Recourse across Groups - Papers with Code

WebJun 28, 2024 · fair prediction and fair recourse: here, only the variance of (centered income) Xdiffers across two protected groups A∈{0;1}, while the true and predicted label (whether an individual is approved for a credit card) are determined by sign(X). This scenario would be considered fair from the perspective of prediction, but the cost of recourse ... WebThe Civil Rights Act of 1964 outlawed discrimination based on race, color, religion, sex or national origin. It also prohibited inequality in voter registration requirements, racial … gb 17675 1999

FAccT 2024 - Three Trends in Explainability - Fiddler

WebEqualizing recourse across groups. arXiv preprint arXiv:1909.03166, 2024. Patrik O Hoyer, Dominik Janzing, Joris M Mooij, Jonas Peters, and Bernhard Schölkopf. Nonlinear causal discovery with additive noise models. In Advances in neural information processing systems, pages 689–696, 2009. Aapo Hyvärinen and Petteri Pajunen. Webequalize recourse for linear, non-linear and black-box classification models. - recourse-equalization/README.md at master · vgupta123/recourse-equalization WebEqualizing Recourse across Groups Vivek Gupta *, Pegah Nokhiz*, Chitradeep Dutta Roy*, Suresh Venkatasubramanian Technical Report. [ Preprint] Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles Dhruv Mahajan, Vivek Gupta, Satya Keerthi, Sundararjan Sellamanickam Technical Report. [ Preprint] autohotkey fn keys