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Jana Beck

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titleconferencedate
Escaping flatland: a romance of data science in the browserdotJS 20192019-12-05
Browser-side dimensionality reduction runs with UMAP inside Web Workers using transferable objects to pass Float32Array buffers zero-copy, and OffscreenCanvas…
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Data science in the browser: DX & UXDinosaurJS 20192019-06-19
Shows a concrete pipeline: running TensorFlow.js t-SNE and UMAP on MNIST and clothes images inside the browser, moving heavy work into web workers and…
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Better living through componentsFramework Summit 20182018-10-02
A concrete pattern emerges: build fetch/persist components for data fetching, save/delete buttons and callbacks, and a separate compute components layer for…
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React-ing htmlFor=empathyReact Rally 20172017-08-24
Builds a browser app that simulates partner‑assisted scanning using the WebGazer.js library, running gaze regression in a web worker and keeping all video…
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Flux for Data Visualization: A Preliminary ManifestoReact Rally 20152015-08-24
Argues for managing complex D3 visualizations with Flux, claiming explicit state beats buried D3 closures and event-driven DOM hacks. Describes a concrete…
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