Browsing Statistics and Actuarial Science by Subject "machine learning"

Now showing items 1-3 of 3

Automated Knowledge Discovery using Neural Networks

Panju, Maysum (University of Waterloo, 2021-05-21)

The natural world is known to consistently abide by scientific laws that can be expressed concisely in mathematical terms, including differential equations. To understand the patterns that define these scientific laws, it ...
Learning From Almost No Data

Sucholutsky, Ilia (University of Waterloo, 2021-06-15)

The tremendous recent growth in the fields of artificial intelligence and machine learning has largely been tied to the availability of big data and massive amounts of compute. The increasingly popular approach of training ...
Using Machine Learning Algorithms for Finding the Topics of COVID-19 Open Research Dataset Automatically

Hamzeian, Donya (University of Waterloo, 2021-02-26)

The COVID-19 Open Research Dataset (CORD-19) is a collection of over 400,000 of scholarly papers (as of January 11th, 2021) about COVID-19, SARS-CoV-2, and related coronaviruses curated by the Allen Institute for AI. ...