Zohreh Ovaisi

          zovais2@uic.edu

  •      
  •      
photo

I am a Computer Science Ph.D. student at the University of Illinois at Chicago (UIC) working under the supervision of professor Elena Zheleva. My interests are mainly in Machine Learning, Data Science, and Causal Inference. More specifically, I am focused on unbiased and fair learning-to-rank/recommender systems. I received my bachelor's and master's degree in Electrical and Computer Engineering from Shahid Beheshti University (SBU) and UIC in 2015 and 2017 respectively.


Publications

[SIGIR 2021] Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems [PDF]
Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva
In Proceedings of The International ACM SIGIR Conference on Research and Development in Information Retrieval, July 2021, Montréal.

[WWW 2020] Correcting for Selection Bias in Learning-to-rank Systems [PDF]
Zohreh Ovaisi, Ragib Ahsan, Yifan Zhang, Kathryn Vasilaky, Elena Zheleva
In Proceedings of The Web Conference (WWW) , April 2020, Taipei.

[ICC 2018] On Erasure Broadcast Channels with Hard Deadlines [PDF]
Zohreh Ovaisi, Natasha Devroye, Hulya Seferoglu, Besma Smida, Daniela Tuninetti
In proceedings of IEEE International Conference on Communications (ICC), May 2018, Kansas.



Work Experience

photo

Salesforce Research
Machine Learning Research Intern (Summer 2021)
Researched and developed a toolkit to evaluate recommender system robustness.

photo

Comcast Applied AI Lab
Machine Learning Research Intern (Summer 2020)
Researched and developed a recommender system that balances users satisfaction and movies fairness


Teaching Experience

Teaching Assistant for Mathematical Foundations of Computing, UIC, Spring 2019.
Teaching Assistant for Machine Learning, UIC, Fall 2018.
Teaching Assistant for Discrete Signals and Systems, UIC, Spring 2018.
Teaching Assistant for Circuit Analysis, UIC, Spring 2016.
Teaching Assistant for Probability and Random Process, UIC, Fall 2015.
Teaching Assistant for Electronics II, SBU, Fall 2013.
Teaching Assistant for Linear Control Systems, SBU, Spring 2013.