6 citations · 9 across the 3 of their papers we have counts for
4 papers
The Numerical Linear Algebra of Large Language Models
Abdelkader Baggag, Yousef Saad
Numerical Linear Algebra (NLA) has consistently played a vital role in advancing science by providing tools to solve fundamental problems encountered in scientific and engineering…
ClustML: A Measure of Cluster Pattern Complexity in Scatterplots Learnt from Human-labeled Groupings
Mostafa M. Abbas, Ehsan Ullah, Abdelkader Baggag +3
Visual quality measures (VQMs) are designed to support analysts by automatically detecting and quantifying patterns in visualizations. We propose a new VQM for visual grouping patt…
Entropy, Free Energy, and Work of Restricted Boltzmann Machines
Sangchul Oh, Abdelkader Baggag, Hyunchul Nha
A restricted Boltzmann machine is a generative probabilistic graphic network. A probability of finding the network in a certain configuration is given by the Boltzmann distribution…
Fast Computation of Katz Index for Efficient Processing of Link Prediction Queries
Mustafa Coskun, Abdelkader Baggag, Mehmet Koyuturk
Network proximity computations are among the most common operations in various data mining applications, including link prediction and collaborative filtering. A common measure of…