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Machine Learning and Speech: A Review of FPF’s Digital Data Flows Masterclass
[…] including supervised, unsupervised, and semi-supervised learning, to better train models with diverse and limited translation data. Supervised learning is a process of learning from labeled examples. Developers feed the model with instances of previous tests and answer keys to improve the model’s accuracy and precision. Supervised learning allows the model to match input source […]
Remarks on Diversity and Inclusion by Michael McCullough
[…] to even talk about racism and white supremacy (especially in a professional/corporate environment): /// there’s hyper awareness ‘to be measured’ so as not to appear strident and feed into a stereotype (or be cast as too emotive for business). There’s personal risk in this talk. So, this is my background to answer the question, […]
Curriculum 1_DDF 1_FPF_Artificial-Intelligence_Digital
[…] allowing neural networks to complete more complicated processes, or “learn” harder tasks. All neurons on the same layer get inputs from neurons on the previous layer, and feed their output to the next layer. The iteration of data through these layers as the machine learning model proceeds and makes its own edits and adjustments […]
FPF_Artificial Intelligence_Digital
[…] allowing neural networks to complete more complicated processes, or “learn” harder tasks. All neurons on the same layer get inputs from neurons on the previous layer, and feed their output to the next layer. The iteration of data through these layers as the machine learning model proceeds and makes its own edits and adjustments […]
Beyond Explainability
[…] review each project and ensure that mod – els can be maintained over time and across personnel. Similarly, data dependencies will inevitably exist in surrounding systems that feed data into the model; where these dependencies exist, they should be documented and monitored. Additionally, documentation should include discussion of where personally identifiable information is included […]
FPF Open Data Risk Assessment for City of Seattle
[…] hiring of a dedicated Smart Cities Coordinator in August 2017 may provide additional capacity, particularly if or when the city’s deployment of smart city technologies and sensors feed back into the Open D ata Portal . The Open D ata P rogram does offer a variety of communication channels for individuals to express complaints […]
Notes 12-06-2017
[…] forgotten servers/ computers EXAMPLE: A university in Wisconsin had their security c ameras set up with no username or no password required to access the camera feed – so nobody’s hacking into anything . All you need ed to know was the website to see the camera, students, and the professor on the […]
FPF Comments – FTC Workshop on Informational Injury – Final 10.27
[…] Opportunity in Supervised Learning , presented at the Conference on Neural Info. Processing Sys. (2016). • Motahhare Eslami et al., Reasoning about Invisible Algorithms in the News Feed , presented at the Ass’n of Computing Machinery Special Interest Gp. on Computer-Human Interaction (2015). • Muhammad Zafar et al., Fairness Beyond Disparate Treatment & Disparate […]
Higher Ed Working Group Notes 3-17-2017
[…] data “weeds” due to space – but conversations happened in the process – not make inappropriate assumptions; leave open flexible pathways for students – clear intent – Feed into culture of inquiry – how campuses are using their data – Other conversation s that are happening re nat’l student data network – important to […]
EU-US Privacy Shield (and other international data transfers issues)
[…] Washington DC meeting civil society, government and regulators to discuss about the Privacy Shield, getting ready for the first annual review (due in June). Check out her Twitter feed for all updates throughout the week and her speech given today on Privacy Shield, Umbrella Agreement and GDPR at an event in DC. The full text of the LIBE resolution on […]