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Nageen Himayat

3 accepted papers

2025

Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models

EMNLP 2025

Large language models (LLMs) are trained using massive datasets.However, these datasets often contain undesirable content, e.g., harmful texts, personal information, and copyrighted material.To address this, machine unlearning aims to remove information from trained models.Recent work has shown that

2022

Diverse Client Selection for Federated Learning via Submodular Maximization

ICLR 2022poster

In every communication round of federated learning, a random subset of clients communicate their model updates back to the server which then aggregates them all. The optimal size of this subset is not known and several studies have shown that typically random selection does not perform ve…

Cited by 147SourcePDFScholar
2019

Control Aware Communication Design for Time Sensitive Wireless Systems

ICASSP 2019accepted

We consider the problem of allocating radio resources over wireless communication links to control a series of independent low-latency wireless control systems common in industrial settings. Supporting wireless control in time sensitive settings requires fast data rates over wireless links, which co…

Cited by 0SourceScholar