Search for tag: "dataset"

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02:56 Assisted Living in the United States: An Open… Assisted Living in the United States: An Open Dataset, Anton Stengel, UG '23 (3954508)	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… assisted living facility public health nursing home dataset facilities care county homes facility country nursing term graph distance accessibility characteristics table distribution study analysis census access statistics From Research Princeton Research Day 0 likes 20 plays Date April 27th, 2022 Speaker Anton Stengel Department Mathematics
02:55 A Tale of Modern Computers and the Ancient… A Tale of Modern Computers and the Ancient Seafloor, Indu Panigrahi, UG '23 (3926464)	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… archaeocyathids archaeos convolutional neural network 3d image model images reefs ways locations scale dataset cnn rtos rq reef pixels method methods notes tune objects arc From Research Princeton Research Day 3 likes 82 plays Date April 27th, 2022 Speaker Indu Panigrahi Department Computer Science
03:06 Causal Effects of Depression on Job Satisfaction,… Causal Effects of Depression on Job Satisfaction, Mindy Burton, UG '23 (3881135)	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… job satisfaction depression americans’ changing lives reverse causality omitted variable bias fixed effects model lagged depression variable model #prd22 job satisfaction model effects models employees jobs individuals variable individual instrument bias outcomes dataset impact dissatisfaction pandemic productivity listening From Research Princeton Research Day 0 likes 38 plays Date April 27th, 2022 Speaker Mindy Burton, UG Department Economics
49:05 CITP Seminar Emily Denton - Data, Power, and AI… CITP Seminar Emily Denton - Data, Power, and AI Ethics: Critiquing and Rethinking Machine Learning Data Infrastructure	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… bias discrimination artificial intelligence data sets algorithms machine learning dataset kind machine datasets field lot benchmarks benchmark things learning task competition model tasks thing models folks imagenet problem kinds From CI Center for Information Technology Policy 0 likes 6 plays Date April 5th, 2022 Speaker Emily Denton Department Center for Information Technology Policy Location Virtual
01:50:29 Intro to Machine Learning, Part 4 of 4 Intro to Machine Learning, Part 4 of 4	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… picscie research computing machine learning kind model lot things machine bias learning systems examples training recognition algorithm dataset questions image particle mind ways models images From Andrea Rubinstein 0 likes 4 plays Date January 21st, 2022 Speaker Savannah Thais Department PICSciE/Research Computing
53:09 CITP Seminar: Kristian Lum - Closer Than They… CITP Seminar: Kristian Lum - Closer Than They Appear: A Bayesian Perspective on Individual-level Heterogeneity in Risk Assessment	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… risk assessment criminal justice probabilities dataset algorithms individuals model groups individual sort probability uncertainty person models distribution risk thing things lot level average variance scenario intervals From CI Center for Information Technology Policy 0 likes 5 plays Date March 15th, 2022 Speaker Kristian Lum Department Center for Information Technology Policy Location Virtual
01:52:46 Intro to Machine Learning, Part 3 of 4 Intro to Machine Learning, Part 3 of 4	Intro to Machine Learning, Part 3 of 4 Intro to Machine Learning, Part 3 of 4 picscie research computing clusters network examples things kind clustering image space points input lake distribution dataset model learning detection cluster distance machine autoencoder From Andrea Rubinstein 0 likes 3 plays Date January 21st, 2022 Speaker Savannah Thais Department PICSciE/Research Computing
49:43 CITP Seminar: Alex Hanna - Beyond Bias:… CITP Seminar: Alex Hanna - Beyond Bias: Algorithmic Unfairness, Infrastructure, and Genealogies of Data	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… bias artificial intelligence datasets machine learning image dataset images sets kind imagenet machine model vision computer challenge authors tasks categories learning benchmark paper infrastructure ai From CI Center for Information Technology Policy 0 likes 14 plays Date November 9th, 2021 Speaker Alex Hanna, Google
44:43 CITP Seminar: Olga Russakovsky - Fairness in… CITP Seminar: Olga Russakovsky - Fairness in Visual Recognition: Redesigning the Datasets, Improving the Models and Diversifying the AI Leadership	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… artificial intelligence computer dataset vision bias image photos models lot sort kind fairness images things ai kinds model gender categories systems questions From CI Center for Information Technology Policy 0 likes 43 plays Date September 14th, 2021 Speaker Olga Russakovsky Department Princeton University, Department of Computer Science
02:52 OURSIP Intern - Lauren Okamoto OURSIP Intern - Lauren Okamoto	OURSIP Intern - Lauren Okamoto Imputing Single-Cell Expression Data based on Joint Statistical Modeling of Spatial and RNA Sequencing expression cell gene cells genes model dataset tissue scientists patterns values datasets neuron mouse conditions issues types space mission atlas From Crystal Dixon 0 likes 25 plays Date July 26th, 2021 Speaker Lauren Okamato Department Department of Computer Science
03:00 Simplifying Cloud-Based Real-Time fMRI with the… Simplifying Cloud-Based Real-Time fMRI with the Brain Imaging Data Structure, Stephen Polcyn, UG '21 (2312124)	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,… bids (brain imaging data structure) realtime fmri prd21 format brain bids model analysis image bits disk metadata machine mri dataset collaboration parts complexity fmri operations incrementals testing storage From Research Princeton Research Day 2 likes 101 plays Speaker Stephen Polcyn, UG '21 Department Computer Science
03:00 The Old Bailey, U.S. Reports, and OCR:… The Old Bailey, U.S. Reports, and OCR: Benchmarking AWS, Azure, and GCP on 360,000 Page Images, William Ughetta, UG '21 (2304637)	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… prd21 bailey character array dataset images reference ocr transcriptions scale reports texts records azure aws presentation provider cell accuracy thirds iron From Research Princeton Research Day 1 likes 58 plays Speaker William Ughetta, UG '21 Department Computer Science
03:32 StressDeep: Stress Detection Using Wearable… StressDeep: Stress Detection Using Wearable Medical Sensors and Efficient Neural Networks, Anu Vellore, UG '22 (2250003)	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… deep neural network wearable medical sensors synthetic data generation gaussian mixture model kernel density estimation electrocardiogram galvanic skin response respiration rate blood pressure blood oximeter prd21 stress dataset sensors accuracy wmss generation signals performance network instances pre tool training model framework machine blood advancements department From Research Princeton Research Day 4 likes 97 plays Speaker Anu Vellore, UG '22 Department Operations Research and Financial Engineering
01:32 20200901 CDH Overview - Faculty-Staff 20200901 CDH Overview - Faculty-Staff	20200901 CDH Overview - Faculty-Staff grants dataset staff curation projects faculty cdh humanities ideas form consultation analysis periodicals arts images change climate maps century catalog captions_11_4_2020 From Broadcast Broadcast Center Staff 0 likes 18 plays
07:04 Center for Digital Humanities Overview Center for Digital Humanities Overview	Center for Digital Humanities Overview cdh humanities grants princeton graduate staff projects faculty students dataset curation semester dh opportunities initiatives groups practices scholars undergraduates courses From Broadcast Broadcast Center Staff 0 likes 546 plays
02:19 Census Linking Project Origin Story Census Linking Project Origin Story	Census Linking Project Origin Story Leah Boustan of Princeton University and Ran Abramitzky of Stanford University explain why they started the Census Linking Project. economics census data research immigration census linking project census projects immigrants dataset methods sentences phi resources professors assistant graduates process questions history panel ideas lot scholars waves errors From Industrial Industrial Relations Section 0 likes 26 plays Date July 10th, 2020 Speaker Leah Boustan, Ran Abramitzky Department Industrial Relations Section, Economics