UNKNOWN-CLASS (OUT-OF-DISTRIBUTION) DATA DETECTION IN MACHINE LEARNING MODELS

• Main Authors: Zaeemzadeh, Alireza, Rahnavard, Nazanin, Khalid, Umar
• Format: Patent
• Language: English
• Published: 21.03.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

Described, herein, relates to a system of and method for digitally monitoring a large-scale dataset on a computing device and automatically detecting, in real-time, unknown class data in order to aid a machine learning model. Once machine learning models are deployed in the real-world applications,...