Search for tag: "dataset"

Assisted Living in the United States: An Open Dataset, Anton Stengel, UG '23 (3954508)

The COVID-19 pandemic has highlighted the need for information and data about long-term care facilities in the United States. Unlike nursing homes, assisted living facilities (ALFs) are not federally…

From  Research Princeton Research Day 0 likes 20 plays

A Tale of Modern Computers and the Ancient Seafloor, Indu Panigrahi, UG '23 (3926464)

When teaching a student, you sometimes have to come up with more than one way of explaining the same concept. The same ideas apply when teaching a machine how to interpret images. We have images from…

From  Research Princeton Research Day 3 likes 82 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

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

CITP Seminar: Kristian Lum - Closer Than They Appear: A Bayesian Perspective on Individual-level Heterogeneity in Risk Assessment

Risk assessment instruments are used across the criminal justice system to estimate the probability of some future behavior given covariates. The estimated probabilities are then used in making…

From  CI Center for Information Technology Policy 0 likes 5 plays

Intro to Machine Learning, Part 3 of 4

Intro to Machine Learning, Part 3 of 4

From  Andrea Rubinstein 0 likes 3 plays

CITP Seminar: Alex Hanna - Beyond Bias: Algorithmic Unfairness, Infrastructure, and Genealogies of Data

Problems of algorithmic bias are often framed in terms of lack of representative data or formal fairness optimization constraints to be applied to automated decision-making systems. However, these…

From  CI Center for Information Technology Policy 0 likes 14 plays

CITP Seminar: Olga Russakovsky - Fairness in Visual Recognition: Redesigning the Datasets, Improving the Models and Diversifying the AI Leadership

Computer vision models trained on unparalleled amounts of data have revolutionized many applications. However, more and more historical societal biases are making their way into these seemingly…

From  CI Center for Information Technology Policy 0 likes 43 plays

OURSIP Intern - Lauren Okamoto

Imputing Single-Cell Expression Data based on Joint Statistical Modeling of Spatial and RNA Sequencing

From  Crystal Dixon 0 likes 25 plays

Simplifying Cloud-Based Real-Time fMRI with the Brain Imaging Data Structure, Stephen Polcyn, UG '21 (2312124)

Real-time fMRI is a powerful technique that enables novel research and medical treatments by providing people real-time feedback (approximately every 2 seconds) about their brain activity. However,…

From  Research Princeton Research Day 2 likes 101 plays

The Old Bailey, U.S. Reports, and OCR: Benchmarking AWS, Azure, and GCP on 360,000 Page Images, William Ughetta, UG '21 (2304637)

Court records spanning the entire eighteenth and nineteenth centuries present a compelling benchmark for leading Optical Character Recognition (OCR) cloud providers on historical documents. The…

From  Research Princeton Research Day 1 likes 58 plays

StressDeep: Stress Detection Using Wearable Medical Sensors and Efficient Neural Networks, Anu Vellore, UG '22 (2250003)

Chronic stress poses serious harm to both physical and mental health. It is a risk factor for hypertension and coronary artery disease, as well as other health problems including gastroesophageal…

From  Research Princeton Research Day 4 likes 97 plays

20200901 CDH Overview - Faculty-Staff

From  Broadcast Broadcast Center Staff 0 likes 18 plays

Center for Digital Humanities Overview

From  Broadcast Broadcast Center Staff 0 likes 546 plays

Census Linking Project Origin Story

Leah Boustan of Princeton University and Ran Abramitzky of Stanford University explain why they started the Census Linking Project.

From  Industrial Industrial Relations Section 0 likes 26 plays