Research

Most of my research exists in the fields of computer vision, sequential decision making and human-in-the-loop systems.

Holistic Crowd-Powered Sorting via AID: Optimizing for Accuracies, Inconsistencies, and Difficulties
Shreya Rajpal and Aditya Parameswaran.
Conference on Information and Knowledge Management (CIKM), 2018.

Learning type-aware embeddings for fashion compatibility.
Mariya Vasileva, Bryan Plummer, Krishna Dusad, Shreya Rajpal, Ranjitha Kumar and David Forsyth.
Computer Vision and Pattern Recognition (CVPR), 2018.

Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing.
Karan Goel, Shreya Rajpal and Mausam.
AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2017.

POMDP-based worker pool selection for crowdsourcing.
Shreya Rajpal, Karan Goel and Mausam.
International Conference on Machine Learning (ICML) CrowdML Workshop, 2015.