Algorithms at Google: Graph Mining at Scale

Curious about what algorithms are being developed at Google? Ready to learn more about how their algorithms extract information and scale to graphs with billions of nodes? Join us on 19th January from 6pm to 7pm (CET) with Google research scientist Silvio Lattanzi to gain insights into the development of time-efficient graph algorithms and their application to a multitude of Google products!

Jan 19, 2022, 5:00 – 6:00 PM

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Key Themes

Machine Learning

About this event

Curious about what algorithms are being developed at Google? Ready to learn more about how their algorithms extract information and scale to graphs with billions of nodes? 

In this talk, Google research scientist Silvio Lattanzi will introduce Graph Mining and Learning, a fundamental area of research in the theoretical computer science and machine learning domains.  We will touch on what graphs are, why they are important, and where they appear in the world of big data. The talk will then dive into the core tools that make up the Graph Mining and Learning toolbox, and lay out several canonical use cases. It will also touch upon discussion of how to combine algorithms, systems, and machine learning to build a scalable graph-based learning system in different distributed environments.

Join us on 19th January from 6pm to 7pm (CET) to gain insights into the development of time and space efficient graph algorithms and their application to a multitude of Google products such as Search, YouTube, AdWords, Play, Maps, and Social!

We look forward to seeing you there!


Main Organizer: Jeff Giliberti

Speaker

  • Silvio Lattanzi

    Google

    Research Scientist

Organizers

  • Sarper Melik Ertekin

    ETH Zurich

    GDSC Lead

  • Arthur Serres

    ETH Zürich

    GDSC Lead

  • Bahar Açılan

    ETH Zürich

    GDSC Lead

  • August Bøgh Rønberg

    Core Team Member

  • Simon Sure

    ETH Zürich

    Core Team Member

  • Annina Oswald

    ETH Zurich

    Core Team Member

  • Marcel Pokorski

    ETH Zurich

    Core Team Member

  • Nicola Stella

    Core Team Member

  • JB Conan

    Core Team Member

  • Elina Teplygina

    Core Team Member

  • Léon Noirclerc

    ETH

    Core Team Member

  • Anirudhh RAMESH

    Core Team Member

  • Anna Stawiska

    Core Team Member

  • Athena Schumacher

    Core Team Member

  • Hugo Fabrègues

    Core Team Member

  • Eric Nerger

    ETH Zürich

    Core Team Member

  • Gaukhar Yesmurzayeva

    Core Team Member

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