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Nathan Kallus · Study
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Author
Nathan Kallus
21 works
· latest 2022
· 3 institutions
cluster: provisional
ORCID 0000-0003-1672-0507
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21
Citations
2,767
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Most cited in this library
From Predictive to Prescriptive Analytics
2019 · 781 citations
Data-driven robust optimization
2017 · 626 citations
Robust sample average approximation
2017 · 247 citations
Fairness Under Unawareness
2019 · 150 citations
The Power of Optimization Over Randomization in Designing Experiments Involving Small Samples
2015 · 99 citations
Works
21 shown
Stochastic Optimization Forests
Management Science
·
2022
·
2 authors
·
Open access
51
citations
Fast Rates for Contextual Linear Optimization
Management Science
·
2022
·
3 authors
·
Open access
45
citations
Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination
Management Science
·
2021
·
3 authors
93
citations
Data Pooling in Stochastic Optimization
Management Science
·
2021
·
2 authors
·
Open access
36
citations
Fairness, Welfare, and Equity in Personalized Pricing
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
2021
·
2 authors
·
other
·
Open access
32
citations
Dynamic Assortment Personalization in High Dimensions
Operations Research
·
2020
·
2 authors
·
Open access
66
citations
Assessing algorithmic fairness with unobserved protected class using data combination
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
2020
·
3 authors
·
other
54
citations
From Predictive to Prescriptive Analytics
Management Science
·
2019
·
2 authors
·
Open access
781
citations
Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination
arXiv (Cornell University)
·
2019
·
3 authors
·
preprint
·
Open access
29
citations
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric
arXiv (Cornell University)
·
2019
·
2 authors
·
preprint
·
Open access
40
citations
Fairness Under Unawareness
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
2019
·
5 authors
·
other
·
Open access
150
citations
Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved
arXiv (Cornell University)
·
2018
·
5 authors
·
preprint
·
Open access
21
citations
Residual Unfairness in Fair Machine Learning from Prejudiced Data
arXiv (Cornell University)
·
2018
·
2 authors
·
preprint
·
Open access
83
citations
Policy Evaluation and Optimization with Continuous Treatments
arXiv (Cornell University)
·
2018
·
2 authors
·
preprint
·
Open access
52
citations
OptimalA PrioriBalance in the Design of Controlled Experiments
Journal of the Royal Statistical Society Series B (Statistical Methodology)
·
2017
·
1 author
69
citations
Robust sample average approximation
Mathematical Programming
·
2017
·
3 authors
247
citations
Data-driven robust optimization
Mathematical Programming
·
2017
·
3 authors
626
citations
Inventory Management in the Era of Big Data
Production and Operations Management
·
2016
·
2 authors
58
citations
The Power of Optimization Over Randomization in Designing Experiments Involving Small Samples
Operations Research
·
2015
·
2 authors
99
citations
Predicting crowd behavior with big public data
International World Wide Web Conference (WWW)
·
2014
·
1 author
·
other
·
Open access
90
citations
Data-Driven Robust Optimization
arXiv (Cornell University)
·
2013
·
3 authors
·
preprint
·
Open access
45
citations