Bryce Goodman
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Privacy without persons: a Buddhist critique of surveillance capitalism Open
Much has been written about artificial intelligence (AI) perpetuating social inequity and disenfranchising marginalized groups (Barocas in SSRN J, 2016; Goodman in Law and Ethics of AI, 2017; Buolamwini and Gebru in Conference on Fairness,…
View article: xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery Open
Unsustainable fishing practices worldwide pose a major threat to marine resources and ecosystems. Identifying vessels that do not show up in conventional monitoring systems -- known as ``dark vessels'' -- is key to managing and securing th…
View article: xBD: A Dataset for Assessing Building Damage from Satellite Imagery
xBD: A Dataset for Assessing Building Damage from Satellite Imagery Open
We present xBD, a new, large-scale dataset for the advancement of change detection and building damage assessment for humanitarian assistance and disaster recovery research. Natural disaster response requires an accurate understanding of d…
View article: Creating xBD: A Dataset for Assessing Building Damage from Satellite Imagery
Creating xBD: A Dataset for Assessing Building Damage from Satellite Imagery Open
We present a preliminary report for xBD, a new large-scale dataset for the advancement of change detection and building damage assessment for humanitarian assistance and disaster recovery research.Logistics, resource planning, and damage e…
European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” Open
We summarize the potential impact that the European Union's new General Data Protection Regulation will have on the routine use of machine‐learning algorithms. Slated to take effect as law across the European Union in 2018, it will place r…
EU regulations on algorithmic decision-making and a "right to explanation". Open
We summarize the potential impact that the European Union's new General Data Protection Regulation will have on the routine use of machine learning algorithms. Slated to take effect as law across the EU in 2018, it will restrict automated …