Program Overview

Department of Industrial Engineering & Operations Research, IIT Bombay

Overview

The Department of Industrial Engineering & Operations Research at IIT Bombay offers a range of academic programs, including Ph.D., M.Sc., M.Sc-Ph.D., M.Tech, B.Tech, and B.Tech Minor.

Academic Programs

• Ph.D.
• M.Sc.
• M.Sc-Ph.D.
• M.Tech
• B.Tech
• B.Tech Minor
  • IDDDP
  • CEP
• Time Table
• List of IEOR Courses
• Alumnus Endowment Awards

Course Details

IE 617: Online Machine Learning and Bandit Algorithms

Prerequisite

IE 621 or IE 611 or EE 325 or EE 601 or CS 723 or IE 605 or DS 203 or SC 629 or EE 734

Description

Brief introduction to batch learning methods and algorithms, Introduction to online learning methods: adversarial and stochastic settings, Online learning with expert feedback, bandit feedback, partial monitoring: algorithms and their analysis, Pure exploration algorithms, Introduction to reinforcement learning and connection to bandits

Research Areas

• Research Topics
• Publications
• Student Projects
• Computing
• FedEx ALFA
• TCAAI

Opportunities

• Faculty Positions
• Corporate Visitors
• Placements

News and Announcements

• Past News
• Past Announcements
• Departmental Convocation