Welcome to the Machine Learning Laboratory @ IIT

At the machine learning laboratory at IIT, we develop interactive and interpretable machine learning algorithms. Some of the current research projects include:

• Filter bubbles in news recommendation systems
• Learning with rationales and narratives
• Explainable machine learning

Our research is funded by:

• NIH Award (#1R01DK135116-01): "Integrating AI and System Engineering for Glucose Regulation in Diabetes"
• NSF CAREER Award (#1350337): CAREER: Active Learning through Rich and Transparent Interactions
• NSF Award (#1927407): EAGER:AI-DCL: Understanding the Relationship between Algorithmic Transparency and Filter Bubbles in Online Media
• NSF Award (#1125412): CDI-Type II: Optimization of Engineered Tissue Growth by Active Learning
• Samsung Semiconductor, Inc. Award: Interactive Patent and Scientific Article Classification