Publications

In this paper, we consider a novel variant of the multi-armed bandit (MAB) problem, MAB with cost subsidy, which models many real-life …

Personalization and recommendations are now accepted as core competencies in just about every online setting, ranging from media …

We consider the problem of A-B testing when the impact of the treatment is marred by a large number of covariates. Randomization can be …

The use of small cells has been proposed to increase system capacity by installation of base stations close to user location. Proximity …

The Indian electricity sector, despite having the world’s fifth largest installed capacity, suffers from a 12.9% peaking …

Working Papers

We study the problem of modeling purchase of multiple items and utilizing it to display optimized recommendations, which is a central …

A multitude of forecasting efforts have arisen to support management of the ongoing COVID-19 epidemic. These efforts typically rely on …

Small farmers in developing countries rely heavily on loans for running farming operations. In partnership with a large public sector …

Scalable real-time assortment optimization has become essential in e-commerce operations due to the need for personalization and the …

Recent & Upcoming Talks

Small farmers in developing countries rely heavily on loans for running farming operations. In partnership with a large public sector …

The cost of DNA sequencing has fallen 10,000x in the last ten years, and we are finally in sight of the silver bullet for cancer …

We consider the problem of making personalized recommendations from lim- ited user data, modeled within the framework of assortment …

We revisit the problem of large-scale assortment optimization under the multinomial logit choice model without any assumptions on the …

The use of small cells has been proposed to increase system capacity by installation of base stations close to user location. Proximity …

Teaching

Summer 2019, 2018, Fall 2016

Introduction to Operations Management

MIT Sloan School of Management

Teaching Assistant
Fall 2017

Analytics of Operations Management

MIT Sloan School of Management

Teaching Assistant
Spring 2014

Probability and Random Processes

Department of Electrical Engineering, IIT Bombay

Teaching Assistant
Fall 2013

Communication Systems

Department of Electrical Engineering, IIT Bombay

Teaching Assistant
Spring 2013, 2012

Data Analysis and Interpretation

IIT Bombay

Teaching Assistant

Contact

  • deeksha@mit.edu
  • Deeksha Sinha, Operations Research Center, 77 Massachusetts Avenue, E40-103, Cambridge, MA 02139