Publications

Cheng Fang, Rishabh Dixit, Waheed U Bajwa, Mert Gürbüzbalaban (2025). RESIST:Resilient Decentralized Learning Using Consensus Gradient Descent.

Yu Wu, Yansong Li, Zeyu Dong, Nitya Sathyavageeswaran, Anand D. Sarwate (2025). Learning to Help in Multi-Class Settings. The Thirteenth International Conference on Learning Representations (ICLR 2025).

Vishakha Ramani, Ivan Seskar, Roy D. Yates (2024). Timely and Energy-Efficient Multi-Step Update Processing. (ACSSC 2024) 2024 Asilomar Conference on Signals, Systems, and Computers.

Vishakha Ramani (2024). Storing, Retrieving, and Processing Updates: A Timeliness Perspective.

Nitya Sathyavageeswaran, Roy D. Yates, Anand D. Sarwate, Narayan Mandayam (2024). Timely Offloading in Mobile Edge Cloud Systems. The 2024 IEEE Information Theory Workshop (ITW2024).

Shalini Choudhury (2024). Architecture and design considerations for next-generation mobile networks with integrated edge computing.

Vishakha Ramani, Ivan Seskar, Roy D. Yates (2024). Efficient and Timely Memory Access. 2024 IEEE International Symposium on Information Theory (ISIT 2024).

Or Shalom, Amir Leshem, Waheed U. Bajwa (2024). Mitigating Data Injection Attacks on Federated Learning. Proceedings of the 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024).

Naima Tasnim, Jafar Mohammadi, Anand D Sarwate, Hafiz Imtiaz (2023). Approximating Functions with Approximate Privacy for Applications in Signal Estimation and Learning. Entropy.

Vishakha Ramani, Ivan Seskar, Roy D. Yates (2023). Timely Processing Of Updates From Multiple Sources. Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt 2023).

Vishakha Ramani, Jiachen Chen, Roy D. Yates (2023). Timely Mobile Routing: An Experimental Study. Proceedings of the 2023 IEEE Conference on Computer Communications Workshops (INFOCOM Workshops).

Vishakha Ramani, Jiachen Chen, Roy D. Yates (2023). Lock-based or Lock-less: Which Is Fresh?. Proceedings of the 2023 IEEE Conference on Computer Communications (INFOCOM).

Shalini Choudhury, Sushovan Das, Sanjoy Paul, Ivan Seskar, Dipankar Raychaudhuri (2023). Invited Paper: Intelligent Agent Support for Achieving Low Latency in Cloud-Native NextG Mobile Core Networks. Proceedings of the 24th International Conference on Distributed Computing and Networking.

Arpita Gang, Waheed U. Bajwa (2023). FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis. IEEE Transactions on Signal Processing.

Rishabh Dixit, Mert Gürbüzbalaban, Waheed U Bajwa (2023). Exit Time Analysis for Approximations of Gradient Descent Trajectories Around Saddle Points. Information and Inference: A Journal of the IMA.

Muhammad Zulqarnain, Arpita Gang, Waheed U. Bajwa (2023). C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA. 2023 57th Annual Conference on Information Sciences and Systems (CISS).

Cheng Fang, Zhixiong Yang, Waheed U. Bajwa (2022). BRIDGE: Byzantine-resilient Decentralized Gradient Descent.

Nitya Sathyavageeswaran, Roy D. Yates, Anand D. Sarwate, Narayan Mandayam (2022). Privacy Leakage in Discrete-Time Updating Systems. 2022 IEEE International Symposium on Information Theory (ISIT).

Haroon Raja, Waheed U. Bajwa (2022). Distributed stochastic algorithms for high-rate streaming principal component analysis. Transactions on Machine Learning Research.