A tutti gli interessati.
SEMINAR ANNOUNCEMENT
ON BIG DATA, OPTIMIZATION AND LEARNING
/Prof. Andrea Lodi //(Department of Mathematical and Industrial Engineering, Polytechnique Montréal, Canada; Canada Excellence Research Chair in Data Science for Real-Time Decision-Making) /
In this talk I review a couple of applications on Big Data that I personally like and I try to explain my point of view as a Mathematical Optimizer – especially concerned with discrete (integer) decisions – on the subject. I advocate a tight integration of Machine Learning and Mathematical Optimization (among others) to deal with the challenges of decision-making in Data Science. For such an integration I try to answer three questions: 1) what can optimization do for machine learning? 2) what can machine learning do for optimization? 3) which new applications can be solved by the combination of machine learning and optimization?
Monday, February 5, 2018; 11:00
CNR Via Corti 12, 20133 Milan Room EXPO
ORGANISERS Ettore Lanzarone ettore.lanzarone@cnr.it Silvia Zuffi silvia@mi.imati.cnr.it ᐧ