Search for tag: "interpretability"

5 Media

DataX PPPL Workshop 5-2022_Adebayo duration 54 minutes 42 seconds DataX PPPL Workshop 5-2022_Adebayo DataX PPPL Workshop 5-2022_Adebayo	DataX PPPL Workshop 5-2022_Adebayo model input methods prediction explanation kind question image approaches task point method sort training models kinds network lot interpretability questions From Broadcast Broadcast Center Staff 0 likes 6 plays
How Nature’s Tiniest Soda Could Help Feed… duration 3 minutes 5 seconds How Nature’s Tiniest Soda Could Help Feed… How Nature’s Tiniest Soda Could Help Feed the World: The Story of the Algal Pyrenoid, Eric Franklin, G4 (3965535)	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,… reinforcement learning generalization interpretability neural network tubules co2 algae 3d plants proteins soda sugar membranes crop nature reconstructions difference rest middle matrix fertilizer water yields food From Research Princeton Research Day 6 likes 290 plays Date April 27th, 2022 Speaker Eric Franklin Department Molecular Biology
Using a Theory of Human Cognition to Improve… duration 3 minutes 0 seconds Using a Theory of Human Cognition to Improve… Using a Theory of Human Cognition to Improve Computer Agents, Albert Lin, UG '23 (3965329)	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… reinforcement learning generalization interpretability neural network model computer humans game baseline theory control attention levels models visualizations experiments network approach training decisions cognition initializations fruits From Research Princeton Research Day 3 likes 66 plays Date April 27th, 2022 Speaker Albert Lin Department Computer Science
Policy Evaluation via Deep Synthetic Control,… duration 2 minutes 59 seconds Policy Evaluation via Deep Synthetic Control,… Policy Evaluation via Deep Synthetic Control, Bhishma Dedhia, G2 (3942036)	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… synthetic control policy analysis sequence to sequence modeling transformer models model intervention arm control kind patient art interpretability method tax laws california sequence unit matter progress cigarettes country law tobacco From Research Princeton Research Day 0 likes 8 plays Date April 27th, 2022 Speaker Bhishma Dedhia Department Electrical and Computer Engineering
Policy Evaluation via Deep Synthetic Control,… duration 2 minutes 59 seconds Policy Evaluation via Deep Synthetic Control,… Policy Evaluation via Deep Synthetic Control, Bhishma Dedhia, G2 (3942036)	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… synthetic control policy analysis sequence to sequence modeling transformer models model intervention arm control kind patient art interpretability method tax laws california sequence unit matter progress cigarettes country law tobacco From Research Princeton Research Day 0 likes 26 plays Date April 27th, 2022 Speaker Bhishma Dedhia Department Electrical and Computer Engineering