Thanks for a great Analytics and Data Summit 2019 event. We hope to see you next year Feb 25-27, 2020!
To download the presentations you must first sign up with Sched for free (easy and fast!)
  • Sessions appear in the color of their primary track and can be filtered using Products on the right
  • Use the Search bar for more flexibility
See this link for hints on how to search the schedule

Thursday, March 14 • 10:55am - 11:45am
When Graphs Meet Machine Learning

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Feedback form is now closed.
This session shows how graphs and machine learning (ML) together can enable new insights that could not be attained previously. Graph models and machine learning techniques are becoming popular for discovering relationships, classifying information, identifying patterns and anomalies in data, and improving understanding of information. By combining ML techniques with relationships in graphs, we can answer questions such as “How did other investigators approach similar cases?” “Does this malware have the same characteristics as prior attacks?” and “Do these symptoms seem similar to ones we’ve seen in other diseases?” We explain modern techniques for combining graphs and machine learning, so that signals in your irregular and unstructured data sets are properly captured by graph analysis, before feeding them into the machine learning pipeline.

avatar for Rhicheek Patra

Rhicheek Patra

I am interested in topics concerning distributed machine learning, recommender systems, online privacy,     and big data related problems. My research work has led to publications in many premier conferences in       the above-mentioned fields.
avatar for Sungpack Hong

Sungpack Hong

Research Director, Oracle
Research Director at Oracle Labs.Leading projects regarding large-scale graph and data analysis -- platforms and applications

Thursday March 14, 2019 10:55am - 11:45am PDT
2-Rm 103