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To pool or not to pool: Analyzing the regularizing effects of group-fair training on shared models
In fair machine learning, one source of performance disparities between groups is overfitting
to groups with relatively few training samples. We derive group-specific bounds on the …
to groups with relatively few training samples. We derive group-specific bounds on the …
A social welfare–based infrastructure resilience assessment framework: Toward equitable resilience for infrastructure development
S Dhakal, L Zhang - Natural Hazards Review, 2023 - ascelibrary.org
Resilient infrastructure, which better withstands, adapts, and recovers from disasters, can
limit disaster impacts, such as disruptions to infrastructure services and time and efforts …
limit disaster impacts, such as disruptions to infrastructure services and time and efforts …
Algorithms and analysis for optimizing robust objectives in fair machine learning
C Cousins - arxiv preprint arxiv:2404.06703, 2024 - arxiv.org
The original position or veil of ignorance argument of John Rawls, perhaps the most famous
argument for egalitarianism, states that our concept of fairness, justice, or welfare should be …
argument for egalitarianism, states that our concept of fairness, justice, or welfare should be …
[HTML][HTML] The Nash bargaining solution and utilitarian–egalitarian social welfare functions
S Rachmilevitch - Economics Letters, 2024 - Elsevier
The Nash bargaining solution and utilitarian–egalitarian social welfare functions -
ScienceDirect Skip to main contentSkip to article Elsevier logo Journals & Books Help Search …
ScienceDirect Skip to main contentSkip to article Elsevier logo Journals & Books Help Search …
Integrating Social Equity and Vulnerability with Infrastructure Resilience Assessment
S Dhakal, L Zhang - Construction Research Congress 2022, 2022 - ascelibrary.org
Resilient infrastructure, which better withstands, adapts, and recovers from disasters, plays
an important role in mitigating the impacts of natural hazards to the communities. However …
an important role in mitigating the impacts of natural hazards to the communities. However …
[PDF][PDF] Endogenous Social Minimum
Y Shi - 2024 - econometricsociety.org
This paper characterizes a class of individual preferences in which heterogeneous social
members care not only about their own consumption, but also about the minimum …
members care not only about their own consumption, but also about the minimum …
Pool testing with dilution effects and heterogeneous priors
GQ Saraiva - Health Care Management Science, 2023 - Springer
The Dorfman pooled testing scheme is a process in which individual specimens (eg, blood,
urine, swabs, etc.) are pooled and tested together; if the merged sample tests positive for …
urine, swabs, etc.) are pooled and tested together; if the merged sample tests positive for …
A Resilience Assessment Framework of Infrastructure Systems by Integrating Social Equity to Support Disaster Resilience Decision Making
S Dhakal - 2022 - digitalcommons.fiu.edu
Resilient infrastructure, which better withstands, adapts, and quickly recovers from disasters,
can limit disaster impacts, such as disruptions to infrastructure services and time and efforts …
can limit disaster impacts, such as disruptions to infrastructure services and time and efforts …