2 papers
cs.LG2024
Benchmarking Active Learning for NILM
Dhruv Patel, Ankita Kumari Jain, Haikoo Khandor +2
Non-intrusive load monitoring (NILM) focuses on disaggregating total household power consumption into appliance-specific usage. Many advanced NILM methods are based on neural netwo…
cs.LG2024
SpiroActive: Active Learning for Efficient Data Acquisition for Spirometry
Ankita Kumari Jain, Nitish Sharma, Madhav Kanda +1
Respiratory illnesses are a significant global health burden. Respiratory illnesses, primarily Chronic obstructive pulmonary disease (COPD), is the seventh leading cause of poor he…