no code implementations • 25 Feb 2024 • Md Mahmudul Hasan, Dr. Shaikh Anowarul Fattah
This tedious process can be made easier by using a machine learning approach to analyze tweets to determine client satisfaction levels.
no code implementations • 4 Mar 2023 • Shreyas Bhat Brahmavar, Rohit Rajesh, Tirtharaj Dash, Lovekesh Vig, Tanmay Tulsidas Verlekar, Md Mahmudul Hasan, Tariq Khan, Erik Meijering, Ashwin Srinivasan
Deep neural network (DNN) models for retinopathy have estimated predictive accuracies in the mid-to-high 90%.
no code implementations • 26 Jan 2020 • Md Mahmudul Hasan, Shuangqing Wei, Ramachandran Vaidyanathan
Reliable and efficient estimation of the size of a dynamically changing cluster in an IoT network is critical in its nominal operation.
1 code implementation • 8 Jan 2020 • Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
We explore the algebraic structure of the solution space of convex optimization problem Constrained Minimum Trace Factor Analysis (CMTFA), when the population covariance matrix $\Sigma_x$ has an additional latent graphical constraint, namely, a latent star topology.
no code implementations • 21 Jan 2017 • Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
The Constrained Minimum Determinant Factor Analysis (CMDFA) setting was motivated by Wyner's common information problem where we seek a latent representation of a given Gaussian vector distribution with the minimum mutual information under certain generative constraints.
Information Theory Information Theory