Dr. Sivan Sabato

sabatos foto Assistant professor

Research: My main research interests are in machine learning theory and algorithms. I focus mainly on active and interactive learning: a setting where the data source and the algorithm interact in an attempt to improve learning accuracy while decreasing information costs. Much of my work revolves around developing general-purpose algorithms that are not taylored to a specific application. I also collaborate with industrial partners to solve interesting problems in these realms.

Contacts

Email:
Homepage:
Office: 222 in 37 building
Phone number: 08-6428122
Fax number: 08-6477650
Box number: 68
Office hours: Mon 13:00-15:00

Teaching

Fall 2018-2019 20214511 Topics in Data Analysis
Fall 2018-2019 20224831 Introduction to learning and analysis of big data
Spring 2019 20226021 Introduction to Interactive Learning
Spring 2019 20224941 Interactive learning theory
Spring 2019 20225551 Research Seminar
Fall 2017-2018 20214511 Topics in Data Analysis
Fall 2017-2018 20224831 Introduction to learning and analysis of big data
Fall 2016-2017 20224831 Introduction to learning and analysis of big data
Spring 2017 20226021 Introduction to Interactive Learning
Spring 2017 20214511 Topics in Data Analysis
Fall 2015-2016 20215411 Introduction to learning and analysis of big data
Spring 2016 20226021 Introduction to Interactive Learning
Fall 2014-2015 33333001 machine Learning Reading Group wiki
Spring 2015 20214511 Topics in Data Analysis
Spring 2015 20226021 Introduction to Interactive Learning

Research groups

Algorithms
Anomaly detection
Machine Learning