John Werner has created a career out of bringing ideas, networks and people together to generate powerful results. John is a Managing Director and Partner at Link Ventures. John's deep curiosity and penchant for problem-solving led him to a diverse set of roles spanning many fields and interests. John was a VP at Meta, a Y-Combinator augmented reality startup based in Silicon Valley. John's also served as the Head of Innovation and New Ventures at the MIT Media Lab's Camera Culture Group, and th
It might not be as bright and shiny as some of the other topics that we've seen here, but there's no denying that the work of Julian Shun and his team is going to be applicable to a lot of the Internet research that will utilize new AI and machine learning methods.
“There are many questions you might want to ask about such a graph such as, what are good communities of people who mostly know one another, but what's a set of people who share the same interests or hobbies?” he says. “And these are questions that you can answer using graph analytics.
“Graphs form the foundation of many machine learning pipelines,” Shun says, “And therefore, it's important to understand what graphs are, and understand how we can efficiently process them.” Explaining this type of process in more detail, Shun also displays a k-core model with a terabyte of RAM Shun points out that it's hard to write efficient parallel code, and talks about criteria for optimizations: these depend, he says, on the type of graph, the type of algorithm, and the type of hardware on which these systems are running.
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