Search for tag: "models"

SULI21June2022_Lasa

From  Anthony Pizzo 0 likes 4 plays

Pranay Anchuri: DataX Information Technology Policy Data Scientist

From  Broadcast Broadcast Center Staff 0 likes 9 plays

Center_for_Digital_humanities

From  Broadcast Broadcast Center Staff 0 likes 1 plays

Jose Garrrido Torres: DataX Catalysis Data Scientists

From  Broadcast Broadcast Center Staff 0 likes 25 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

Infrastructure and New Technology Adoption: Assessing the Impact of Transmission Availability on New Solar and Wind Entries Using Power Plant Retirements as a Proxy, Emiri Morita, UG '22, (3953817)

In response to the climate crisis, many governments around the world have committed to decarbonizing its economy by 2050, requiring technological transitions backed by large infrastructure upgrades…

From  Research Princeton Research Day 2 likes 79 plays

Optimizing Princeton’s Campus Energy Plants, Harry Shapiro, UG '22 (3947045)

Despite advanced campus energy systems, Princeton spends $10-11 million/year on energy to heat, cool, and power campus buildings, in addition to emitting 75,000-80,000 metric tons of CO2 (equivalent…

From  Research Princeton Research Day 1 likes 71 plays

Local Damages from Hurricanes: Application of Machine Learning with Satellite Data, Katie Kolodner, UG '24 (3963520)

Though hurricanes are some of the most destructive natural disasters, with the frequency of intense and damaging hurricanes increasing due to climate change, current estimates of damages from…

From  Research Princeton Research Day 1 likes 28 plays

Public and private transportation in Chinese cities: Impacts of population size, city wealth, urban typology, and the built environment, Xiangwen Fu, G4 (3954227)

The development of urban transportation is affected by population size, city wealth, urban typology, and the built environment and has significant implications for urban sustainability. We analyze…

From  Research Princeton Research Day 1 likes 19 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

Dynamic Measure of Hyperuniformity and Nonhyperuniformity in Heterogeneous Media via the Diffusion Spreadability, Haina Wang, G4 (3960863)

Time-dependent interphase diffusion processes in multiphase heterogeneous media arise ubiquitously in physics, chemistry and biology. The recently developed concept of spreadability,…

From  Research Princeton Research Day 1 likes 25 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

Causal Effects of Depression on Job Satisfaction, Mindy Burton, UG '23 (3881135)

My research explores the relationship between depression and job satisfaction. Less than half of American employees feel satisfied with their jobs. Low job satisfaction affects more than an…

From  Research Princeton Research Day 0 likes 38 plays

Climate Seminar Series: Sustaining forest carbon storaged under global change

Sustaining forest carbon storaged under global change Kailiang Yu Associate Research Scholar High Meadows Environmental Institute Princeton University Monday, Apr 11, 2022 Climate Seminar Series…

From  Geosciences The Department of Geosciences, Princeton University 0 likes 18 plays

CITP Seminar Emily Denton - Data, Power, and AI Ethics: Critiquing and Rethinking Machine Learning Data Infrastructure

In response to growing concerns of bias, discrimination, and unfairness perpetuated by algorithmic systems, the datasets used to train and evaluate machine learning models have come under increased…

From  CI Center for Information Technology Policy 0 likes 6 plays

Intro to Machine Learning, Part 4 of 4

This course is primarily intended for non-computer science students who want to understand the foundations of building and testing an ML pipeline, different model types, important considerations in…

From  Andrea Rubinstein 0 likes 4 plays