Publications

JoonHo Lee, Jae Oh Woo, Juree Seok, Parisa Hassanzadeh, Et Al. (2024). Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation. Proceedings of the 41st International Conference on Machine Learning (ICML 2024).

Parisa Hassanzadeh, Eleonora Kreacic, Sihan Zeng, Yuchen Xiao, Sumitra Ganesh (2023). Sequential Fair Resource Allocation under a Markov Decision Process Framework. Proceedings of the Fourth ACM International Conference on AI in Finance (ICAIF 2023).

Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang (2023). Certifiably Robust Multi-agent Reinforcement Learning against Adversarial Communication. Proceedings of the International Conference on Learning Representations (ICLR 2023).

Parisa Hassanzadeh, Robert Tillman (2022). Generative Models with Information-Theoretic Protection Against Membership Inference Attack. ICML 2022 Workshop on New Frontiers in Adversarial Machine Learning.

Marc Rigter, Danial Dervovic, Parisa Hassanzadeh, Jason Long, Parisa Zehtabi, Daniele Magazzeni (2022). Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2022).

Danial Dervovic, Parisa Hassanzadeh, Samuel Assefa, Prashant Reddy (2021). Non-parametric Stochastic Sequential Assignment with Random Arrival Times. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2021).

Qianqian Yang, Parisa Hassanzadeh, Deniz Gündüz, Elza Erkip (2020). Centralized Caching and Delivery of Correlated Contents over Gaussian Broadcast Channels. IEEE Transactions on Communications.

Parisa Hassanzadeh, Antonia Tulino, Jaime Llorca, Elza Erkip (2020). Rate-Memory Trade-Off for Caching and Delivery of Correlated Sources. IEEE Transactions on Information Theory.

Parisa Hassanzadeh, Antonia Tulino, Jaime Llorca, Elza Erkip (2018). On Coding for Cache-Aided Delivery of Dynamic Correlated Content. IEEE Journal on Selected Areas in Communications (JSAC 2018).

Parisa Hassanzadeh, Antonia Tulino, Jaime Llorca, Elza Erkip (2017). Rate-Memory Trade-off for the Two-User Broadcast Caching Network with Correlated Sources. Proceedings of the International Symposium on Turbo Codes and Iterative Information Processing (ISIT 2017).