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 from our friends of Google Developer Student Club, Google research scientist Silvio Lattanzi will introduce Graph Mining and Learning at a high level, a fundamental area of research with applications to a multitude of Google products. The talk will touch on what graphs are, why they are important, and where they appear in the world of big data. We will then dive into the core tools that make up the Graph Mining and Learning toolbox, and lay out several canonical use cases. The talk 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.
Research Scientist
Silvio Lattanzi is a Research Scientist at Google since January 2011. Silvio is part of the Algorithm & Optimization group. He was based in New York (2011-2017) and in Zurich (2017-2021) and is currently based in Barcelona. Silvio received his Ph.D. from Sapienza University of Rome under the supervision of Alessandro Panconesi. His research interests are in the areas of algorithms, machine…
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