8 citations · 13 across the 3 of their papers we have counts for
3 papers
Addressing practical challenges in Active Learning via a hybrid query strategy
Deepesh Agarwal, Pravesh Srivastava, Sergio Martin-del-Campo +2
Active Learning (AL) is a powerful tool to address modern machine learning problems with significantly fewer labeled training instances. However, implementation of traditional AL m…
Dictionary learning approach to monitoring of wind turbine drivetrain bearings
Sergio Martin-del-Campo, Fredrik Sandin, Daniel Strömbergsson
Condition monitoring is central to the efficient operation of wind farms due to the challenging operating conditions, rapid technology development and large number of aging wind tu…
Dictionary Learning with Equiprobable Matching Pursuit
Fredrik Sandin, Sergio Martin-del-Campo
Sparse signal representations based on linear combinations of learned atoms have been used to obtain state-of-the-art results in several practical signal processing applications. A…