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Olga Petrova

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Semi-supervised deep learning with GANsDataXDay 20202020-06-02
Claims that semi‑supervised GANs turn 100 labeled images plus ~13,000 unlabeled ones into a practical classifier: baseline ResNet18 on 100 labels hits ~60% but…
Talk on
Machine Learning on big data in security applicationsPyData Warsaw 20192019-12-12
Avast says it runs Python with Apache Spark and Kafka over HDFS to process hundreds of terabytes and ~450 million samples, extracting 500+ static features…
Talk on
How to “Reactify” Your Existing UI ComponentsReact Amsterdam 20182018-04-12
A concrete method for reusing legacy widgets emerges: build a wrapper that creates an ExtJS component and maps React props to its constructor, wire React…
Lightning on
Add Powerful Components to Your React AppsReact Day Berlin 20172017-12-02
A commercial Sencha component set called extract provides more than 100 prebuilt controls and tooling and promises enterprise release schedules, compatibility…
Talk on
Sencha Ext JS a framework for building enterprise data intensive web applicationsDevoxx Belgium 20172017-11-06
Ext JS v6.5 claims a complete enterprise stack: a component library (grids, pivot, charts, calendar), data package with models/proxies/readers/writers…
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