Research
Humans make tens of thousands of decisions every day. Project Causica aims to develop machine learning solutions for efficient decision making that demonstrate human expert-level performance across all domains. We develop advanced machine learning solutions in causal discovery, causal inference,…
Many modern AI algorithms are known to be data-hungry, whereas human decision-making is much more efficient. The human can reason under uncertainty, actively acquire valuable information from the world to reduce uncertainty, and make personalized decisions given incomplete information. How…