Personal profile

Research interests

Machine Learning 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 can be useful in many different applications. I also collaborate with industrial partners to solve interesting problems in these realms. The list of my publications is here. Code for published methods is available here.
following link.
Note: This website is being updated by an automatic system, so there may be inaccuracies in the list of publications and other details. Please see my official home page for up-to-date information and a curated list of publications: My official homepage.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education


Dive into the research topics where Sivan Sabato is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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