Publications

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

Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang (2022). Certifiably Robust Multi-agent Reinforcement Learning against Adversarial Communication. In Proceedings of the International Conference on Learning Representations (ICLR 2023).

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. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2022).

Parisa Hassanzadeh, Antonia Tulino, Jaime Llorca, Elza Erkip (2022). Scalable Delivery of Correlated Video Content over Cache-Aided Broadcast Networks. In Edge Caching for Mobile Networks.

Parisa Hassanzadeh, Danial Dervovic, Samuel Assefa, Prashant Reddy, Manuela Veloso (2021). Tradeoffs in Streaming Binary Classification under Limited Inspection Resources. In Proceedings of the ACM International Conference on AI in Finance (ICAIF 2021).

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

Parisa Hassanzadeh, Antonia Tulino, Jaime Llorca, Elza Erkip (2020). Rate-Distortion-Memory Trade-offs in Heterogeneous Caching Networks. In IEEE Transactions on Wireless Communications.

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

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

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

Parisa Hassanzadeh, Elza Erkip, Jaime Llorca, Antonia Tulino (2017). Broadcast Caching Networks with Two Receivers and Multiple Correlated Sources. In Proceedings of the Asilomar Conference on Signals, Systems, and Computers (Asilomar 2017).

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

Parisa Hassanzadeh, Elza Erkip, Jaime Llorca, Antonia Tulino (2015). Distortion-Memory Tradeoffs in Cache-Aided Wireless Video Delivery. In Proceedings of the Allerton Conference on Communication, Control, and Computing (Allerton 2015).