
Dr. Balcan’s research interests include learning theory, machine learning, artificial intelligence, theory of computing, algorithmic economics, and algorithmic game theory, and optimization.
In announcing the award for Dr. Balcan, Cherri M. Pancake, president of the Associaton for Computing Machinery, stated that “although she is still in the early stages of her career, she has already established herself as the world leader in the theory of how AI systems can learn with limited supervision. More broadly, her work has realigned the foundations of machine learning, and consequently ushered in many new applications that have brought about leapfrog advances in this exciting area of arti!cial intelligence.”
Dr. Balcan holds bachelor’s and master’s degrees from the University of Bucharest in Romania. She earned a Ph.D. in computer science from Carnegie Mellon University.


