4 citations · 7 across the 9 of their papers we have counts for
10 papers
The Evolution of Computer-Assisted Proof In Analysis
Marek Rychlik
The intersection of numerical analysis and machine learning, particularly in the domain of Neural ODEs and Physics-Informed Neural Networks (PINNs), relies heavily on discrete appr…
Large-scale data extraction from the UNOS organ donor documents
Marek Rychlik, Bekir Tanriover, Yan Han
In this paper we focus on three major task: 1) discussing our methods: Our method captures a portion of the data in DCD flowsheets, kidney perfusion data, and Flowsheet data captur…
On the existence of the maximum likelihood estimate and convergence rate under gradient descent for multi-class logistic regression
Dwight Nwaigwe, Marek Rychlik
We revisit the problem of the existence of the maximum likelihood estimate for multi-class logistic regression. We show that one method of ensuring its existence is by assigning po…
Development of a New Image-to-text Conversion System for Pashto, Farsi and Traditional Chinese
Marek Rychlik, Dwight Nwaigwe, Yan Han +1
We report upon the results of a research and prototype building project \emph{Worldly~OCR} dedicated to developing new, more accurate image-to-text conversion software for several…
On completion of a linearly independent set to a basis with shifts of a fixed vector
Marek Rychlik
Let be an infinite field. Let be a positive integer and let . Let be linearly…
A proof of convergence of multi-class logistic regression network
Marek Rychlik
This paper revisits the special type of a neural network known under two names. In the statistics and machine learning community it is known as a multi-class logistic regression ne…