Artificial intelligence, machine learning, and data analytics are increasingly used for mission-critical applications that require accurate and error-free performance like insurance decision making, autonomous vehicles, commercial aircraft collision avoidance, the electric grid, financial transactions, healthcare, and controlling massive chemical plants. These are applications where errors can lead to serious and catastrophic consequences. Industry needs AI systems that are verifiable, reliable, robust against adversarial attacks, auditable, explainable, and unbiased. Fortunately AI researchers are working on this. This talk will describe current research on reliable AI and discuss how companies can make use of emerging solutions.
Executive Director of Strategic Research Initiatives, Computer Science
09:30AM - Day 1