Speaker: Kiran Kate
Senior Technical Staff Member @IBM Research
Kiran is a Senior Technical Staff Member working in the AI Programming Models department at IBM Research. She has been working in ML/AI for the past 13+ years and has built several solutions and frameworks using machine learning. She has published in top AI conferences and has filed patents in this area. Kiran has a master’s in computer science from Indian Institute of Technology, Madras.
Going Beyond the Case of Black Box AutoML
Most AutoML tools are black-box tools. They offer no code/low code tools (UI/simple APIs) for practitioners to get started quickly. While this helps beginners, most experienced data scientists/ML practitioners often need more control.