12 citations · 15 across the 4 of their papers we have counts for
4 papers
Data Drift Monitoring for Log Anomaly Detection Pipelines
Dipak Wani, Samuel Ackerman, Eitan Farchi +3
Logs enable the monitoring of infrastructure status and the performance of associated applications. Logs are also invaluable for diagnosing the root causes of any problems that may…
An Empirical Study of Factors Affecting Language-Independent Models
Xiaotong Liu, Yingbei Tong, Anbang Xu +1
Scaling existing applications and solutions to multiple human languages has traditionally proven to be difficult, mainly due to the language-dependent nature of preprocessing and f…
Characterizing machine learning process: A maturity framework
Rama Akkiraju, Vibha Sinha, Anbang Xu +5
Academic literature on machine learning modeling fails to address how to make machine learning models work for enterprises. For example, existing machine learning processes cannot…
Challenge AI Mind: A Crowd System for Proactive AI Testing
Siwei Fu, Anbang Xu, Xiaotong Liu +2
Artificial Intelligence (AI) has burrowed into our lives in various aspects; however, without appropriate testing, deployed AI systems are often being criticized to fail in critica…