Search for tag: "predictions"

Mexican Peso Crisis: A Case Study in Regime Switching, Sreeta Basu, UG '24 (ACE954E4)

The carry trade strategy is a well-known and time-tested investment strategy that arbitrages the difference in interest rates offered by different currencies. However, the carry trade exposes…

From  Research Princeton Research Day 2 likes 37 plays

RMFebruary2024

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Human-level reasoning without the need for an inhuman learning paradigm?, Nobline Yoo, UG '23 (2272767)

Two-dimensional human pose estimation is a challenging task, where the goal is to localize key anatomical landmarks (e.g. elbows, knees, shoulders), given an image of a person in some pose. Current…

From  Research Princeton Research Day 1 likes 36 plays

CITP Lecture: Michael P. Kim - Foundations of Responsible Machine Learning

Algorithms make predictions about people constantly. The spread of such prediction systems has raised concerns that machine learning algorithms may exhibit problematic behavior, especially…

From  CI Center for Information Technology Policy 0 likes 23 plays

TS05October2022_MFitzgerald

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DataX SCM Workshop 6-2022_Bradic

From  Broadcast Broadcast Center Staff 0 likes 5 plays

How sensory and memory information are encoded in the brain, Kamron Soldozy, UG '22 (3965318)

Imagine trying to catch a ball. Combining the position of the ball now with where it was a moment ago allows you to make a prediction of where the ball will be, a crucial piece of information for a…

From  Research Princeton Research Day 1 likes 68 plays

ReMatch+ Intern - Laura Fang

Uncertainty Quantification for Machine Learning Models

From  our Undergraduate Research 0 likes 44 plays

OURSIP Intern - Reha Mathur

Developing Machine Learning Potentials for CO2

From  our Undergraduate Research 0 likes 45 plays

Deep Learning Genomics Methods for the Study of Regulatory Signals in Breast Tissue, Briana Macedo UG '22 (2312983)

It is now possible to utilize large genomics datasets to understand how mutations in our genetic code lead to disease, and in turn, create fine-tuned therapies. We leverage predictions from a deep…

From  Research Princeton Research Day 1 likes 105 plays

But Do You Recall, Why Reindeer Populations Rise and Fall?: A Theoretical Model of Reindeer and Warble Flies, Ingrid Koester, UG '21 (2313694)

Reindeer (Rangifer tarandus) are arctic large-bodied herbivores that have long-term population fluctuations. Although multiple underlying mechanisms might contribute to these fluctuations, the…

From  Research Princeton Research Day 3 likes 130 plays

Developing Models for Predictive Analytics in Track and Field

Track and field is a heavily statistics based sport as the objective nature of each event allows for simple comparisons of results. While these basic performance statistics have long been in use to…

From  Research Princeton Research Day 2 likes 568 plays

Early-life autism spectrum disorder diagnosis with nonlinear EEG analysis using machine learning methods

With the increased prevalence of autism spectrum disorder (ASD) comes the challenge of identifying children at risk for ASD as early in life as possible so that they can benefit from early…

From  Research Princeton Research Day 0 likes 89 plays