Joshua Loftus
Joshua Loftus
Assistant Professor, New York University
Verified email at nyu.edu - Homepage
TitleCited byYear
Counterfactual fairness
MJ Kusner, J Loftus, C Russell, R Silva
Advances in Neural Information Processing Systems, 4066-4076, 2017
2132017
Inference in adaptive regression via the Kac–Rice formula
JE Taylor, JR Loftus, RJ Tibshirani
The Annals of Statistics 44 (2), 743-770, 2016
442016
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
322017
A significance test for forward stepwise model selection
JR Loftus, JE Taylor
arXiv preprint arXiv:1405.3920, 2014
302014
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
282017
Selective inference in regression models with groups of variables
JR Loftus, JE Taylor
arXiv preprint arXiv:1511.01478, 2015
252015
Causal reasoning for algorithmic fairness
JR Loftus, C Russell, MJ Kusner, R Silva
arXiv preprint arXiv:1805.05859, 2018
192018
selectiveInference: tools for post-selection inference
R Tibshirani, R Tibshirani, J Taylor, J Loftus, S Reid
R package version 1 (2), 2017
162017
Selective inference with unknown variance via the square-root lasso
X Tian, JR Loftus, JE Taylor
Biometrika 105 (4), 755-768, 2018
152018
Selective inference after cross-validation
JR Loftus
arXiv preprint arXiv:1511.08866, 2015
82015
Making Decisions that Reduce Discriminatory Impacts
M Kusner, C Russell, J Loftus, R Silva
International Conference on Machine Learning, 3591-3600, 2019
6*2019
selectiveInference: tools for post-selection inference. R package version 1.2. 2
RJ Tibshirani, R Tibshirani, J Taylor, J Loftus, S Reid
62017
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
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