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World Congress 2022 • Jun 15, 2022

Shoot for the moon - machine learning for automated online ad detection

Humera Minhas , Parinitha Hirehal

When computer vision proved too heavy for real-time ad blocking, engineers pivoted to DOM analysis. Discover how they achieved sub-millisecond inference in-browser using XGBoost and TensorFlow.js.

Shoot for the moon - machine learning for automated online ad detection thumbnail

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Matching moments

1:33 min

Real-world implementations of browser-based machine learning

Håkan Silfvernagel · LIVE

7:51 min

Integrating embedded machine learning models into the Firefox browser

Chris Heilmann Chris Heilmann +2 · LIVE

57 sec

Implementing predictive prefetch with machine learning

Jessica Janiuk · JS Congress

2:54 min

Leveraging Chrome AI and nano models for web applications

Raymond Camden · Perf + AI

5:36 min

Evaluating page performance using customized ML prediction models

Perf + AI

10:12 min

Challenges with open source monetization and AI scraping

Chris Heilmann Chris Heilmann +2 · LIVE

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