54 citations · 55 across the 3 of their papers we have counts for
3 papers
cs.AI2026
APIFlow-Bench: Measuring Whether Agents Survive Long, Dependent API Workflows
Zelin Wan, Arash Nourian, Xiaoxiao Li +2
Tool-using agents are commonly evaluated by a single bit: whether an end-to-end workflow completed. This metric fails to distinguish failures that matter in production, such as exp…
cs.CR2024★ 54 cited
The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape
Joshua C. Zhao, Saurabh Bagchi, Salman Avestimehr +7
Deep learning has shown incredible potential across a wide array of tasks, and accompanied by this growth has been an insatiable appetite for data. However, a large amount of data…
cs.LG2021★ 1 cited
Hidden Technical Debts for Fair Machine Learning in Financial Services
Chong Huang, Arash Nourian, Kevin Griest
The recent advancements in machine learning (ML) have demonstrated the potential for providing a powerful solution to build complex prediction systems in a short time. However, in…