Ksenia shares her journey into machine learning, sparked by the intriguing concept of cat recognition. She delves into her current research in active learning, focusing on optimizing data selection to minimize human annotation efforts while maintaining model performance. By learning from previous active learning algorithms, her work aims to revolutionize how data is utilized in machine learning.
