Researcher profile
Parisa Hassanzadeh
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Tradeoffs in streaming binary classification under limited inspection resources
2021
Institutions are increasingly relying on machine learning models to identify and alert on abnormal events, such as fraud, cyber attacks and system failures. These alerts often need to be manually investigated by specialists. Given the …
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Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems
2022 · arXiv (Cornell University)
Communication is important in many multi-agent reinforcement learning (MARL) problems for agents to share information and make good decisions. However, when deploying trained communicative agents in a real-world application where noise and potential attackers exist, …