1 citations · 1 across the 4 of their papers we have counts for
4 papers
Large Language Models' Understanding of Math: Source Criticism and Extrapolation
Roozbeh Yousefzadeh, Xuenan Cao
It has been suggested that large language models such as GPT-4 have acquired some form of understanding beyond the correlations among the words in text including some understanding…
A Homotopy Algorithm for Optimal Transport
Roozbeh Yousefzadeh
The optimal transport problem has many applications in machine learning, physics, biology, economics, etc. Although its goal is very clear and mathematically well-defined, finding…
Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models
Roozbeh Yousefzadeh, Jessica A. Mollick
We study the functional task of deep learning image classification models and show that image classification requires extrapolation capabilities. This suggests that new theories ha…
Community Detection in Medical Image Datasets: Using Wavelets and Spectral Methods
Roozbeh Yousefzadeh
Medical image datasets can have large number of images representing patients with different health conditions and various disease severity. When dealing with raw unlabeled image da…