Joshua Loftus
Joshua Loftus
Assistant Professor, New York University
nyu.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Counterfactual fairness
MJ Kusner, J Loftus, C Russell, R Silva
Advances in neural information processing systems, 4066-4076, 2017
4232017
When worlds collide: integrating different counterfactual assumptions in fairness
C Russell, MJ Kusner, J Loftus, R Silva
Advances in Neural Information Processing Systems, 6414-6423, 2017
672017
Inference in adaptive regression via the Kac–Rice formula
JE Taylor, JR Loftus, RJ Tibshirani
The Annals of Statistics 44 (2), 743-770, 2016
50*2016
Causal reasoning for algorithmic fairness
JR Loftus, C Russell, MJ Kusner, R Silva
arXiv preprint arXiv:1805.05859, 2018
412018
Landscape of monoallelic DNA accessibility in mouse embryonic stem cells and neural progenitor cells
J Xu, AC Carter, AV Gendrel, M Attia, J Loftus, WJ Greenleaf, R Tibshirani, ...
Nature genetics 49 (3), 377, 2017
412017
A significance test for forward stepwise model selection
JR Loftus, JE Taylor
arXiv preprint arXiv:1405.3920, 2014
362014
Selective inference in regression models with groups of variables
JR Loftus, JE Taylor
arXiv preprint arXiv:1511.01478, 2015
282015
selectiveInference: tools for post-selection inference
R Tibshirani, R Tibshirani, J Taylor, J Loftus, S Reid
R package version 1 (4), 2017
222017
Selective inference with unknown variance via the square-root lasso
X Tian, JR Loftus, JE Taylor
Biometrika 105 (4), 755-768, 2018
212018
Making decisions that reduce discriminatory impacts
M Kusner, C Russell, J Loftus, R Silva
International Conference on Machine Learning, 3591-3600, 2019
17*2019
Selective inference after cross-validation
JR Loftus
arXiv preprint arXiv:1511.08866, 2015
122015
selectiveInference: Tools for Post-Selection Inference, 2017b
R Tibshirani, R Tibshirani, J Taylor, J Loftus, S Reid
URL https://CRAN. R-project. org/package= selectiveInference. R package …, 0
8*
The long road to fairer algorithms
MJ Kusner, JR Loftus
Nature 578 (7793), 34-36, 2020
72020
Causal intersectionality for fair ranking
K Yang, JR Loftus, J Stoyanovich
arXiv preprint arXiv:2006.08688, 2020
42020
Fairer Algorithms
MJ Kusner, JR Loftus
2020
Landscape of monoallelic DNA accessibility in mouse embryonic stem cells and neural progenitor cells (vol 49, pg 377, 2017)
J Xu, AC Carter, AV Gendrel, M Attia, J Loftus, WJ Greenleaf, R Tibshirani, ...
NATURE GENETICS 49 (6), 970-970, 2017
2017
Post-selection inference for models characterized by quadratic constraints
JR Loftus
Stanford University, 2016
2016
Counterfactual Fairness Download PDF
MJ Kusner, J Loftus, C Russell, R Silva
When worlds collide: integrating different counterfactual assumptions in fairness Download PDF
C Russell, MJ Kusner, J Loftus, R Silva
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Makaleler 1–19