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Scott Edwards' Newsletter Archive

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Hello and welcome to my Nuzzel newsletter! Scott Edwards (Data scientist fascinated by application of stats/ML/optimization/predictive analytics to difficult problems e.g.churn & SEM bid opt)
Classification Accuracy Score for Conditional Generative Models
arXiv.org – May 26

Abstract: Deep generative models (DGMs) of images are now sufficiently mature that they produce nearly photorealistic samples and obtain scores similar to the data distribution on heuristics such as Frechet Inception Distance. These results…

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Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor
arXiv.org – May 23

Abstract: Analogies such as man is to king as woman is to X are often used to illustrate the amazing power of word embeddings. Concurrently, they have also exposed how strongly human biases are encoded in vector spaces built on natural language.

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It's the middle of the night. Do you know who your iPhone is talking to?
The Washington Post – Geoffrey Fowler – May 28, 5:00 AM

On a recent Monday night, a dozen marketing companies, research firms and other personal data guzzlers got reports from my iPhone. At 11:43 p.m., a company called Amplitude learned my phone number, email and exact location. At 3:58 a.m., another…

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Python's Caduceus syndrome
Substack – May 25

This year, according to StackOverflow's annual survey, Python became the second- most beloved programming language (behind Rust, which is the language people most love telling you they're learning aspirationally.) Python's meteoric rise is due in…

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Examining Implicit Discretization in Spectral Schemes
University of Utah Health

Two of the primary reasons rainbow color maps are considered ineffective trace back to the idea that they implicitly discretize encoded data into hue-based bands, yet no research addresses what this discretization looks like or how consistent it is…

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Scott's newsletter issues
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