Search for tag: "interpretability"

How Nature’s Tiniest Soda Could Help Feed the World: The Story of the Algal Pyrenoid, Eric Franklin, G4 (3965535)

Plants are responsible for almost everything around us. Not just as crops for us or livestock to eat, but also for the wood that makes up our houses and furniture, the cotton that we wear as clothes,…

From  Research Princeton Research Day 6 likes 119 plays

Using a Theory of Human Cognition to Improve Computer Agents, Albert Lin, UG '23 (3965329)

Current reinforcement learning (RL) models still have difficulty generalizing to novel, but related, tasks. They are also often composed of deep neural networks which carry out computations that do…

From  Research Princeton Research Day 3 likes 37 plays

Policy Evaluation via Deep Synthetic Control, Bhishma Dedhia, G2 (3942036)

The Synthetic Control method has pioneered a class of powerful data-driven techniques to estimate the counterfactual reality of a treated unit from several unexposed donor units. At its core, the…

From  Research Princeton Research Day 0 likes 7 plays

Policy Evaluation via Deep Synthetic Control, Bhishma Dedhia, G2 (3942036)

The Synthetic Control method has pioneered a class of powerful data-driven techniques to estimate the counterfactual reality of a treated unit from several unexposed donor units. At its core, the…

From  Research Princeton Research Day 0 likes 11 plays