December 2018: Seminar of Prof. Bin Yu: Three principles of data science: predictability, computability, and stability (PCS)
December 18 2018 at 11:10 in Schreiber 309, Tel Aviv University
Thursday, December 20 2018, at 11:10
TAU, Schreiber building, Room 309
Three principles of data science: predictability, computability, and stability (PCS)
Prof. Bin Yu, Departments of Statistics and Electrical Engineering & Computer Science, UC Berkeley
In this talk, I'd like to discuss the intertwining importance and connections of three principles of data science in the title and the PCS workflow that is built on the three principles. The principles will be demonstrated in the context of two collaborative projects in neuroscience and genomics for interpretable data results and testable hypothesis generation. If time allows, I will present on-going research on PCS inference.