I am a fourth year Ph.D student exploring different knowledge areas in Computer Science. In particular, my research interests are focused on machine learning, active learning, text mining and information retrieval.
I work at the Machine Learning Lab @ IIT doing research in Active Learning, Machine Learning and related areas.
My current research is focused on fiding a balance between cost and quality of annotation for active learning pool-based algorithm. I work on anytime active learning algorithms to make information gathering more efficient.
- Ramirez-Loaiza, Maria E., Aron Culotta, and Mustafa Bilgic. 2014. “Anytime Active Learning.” In AAAI Conference on Artificial Intelligence (2014).[PDF]
- Ramirez-Loaiza, Maria E., Aron Culotta, and Mustafa Bilgic. 2013. "Towards Anytime Active Learning: Interrupting Experts to Reduce Annotation Costs." In ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA'13).[PDF]
- Illinois Institute of Technology
- Computer Science Department
- 10 W 31st Street
- Chicago, IL 60616