2 citations · 4 across the 21 of their papers we have counts for
3 papers · 1 filter
Orthogonal Nonnegative Matrix Factorization with Sparsity Constraints
Salar Basiri, Alisina Bayati, Srinivasa Salapaka
This article presents a novel approach to solving the sparsity-constrained Orthogonal Nonnegative Matrix Factorization (SCONMF) problem, which requires decomposing a non-negative d…
Towards Efficient Modularity in Industrial Drying: A Combinatorial Optimization Viewpoint
Alisina Bayati, Amber Srivastava, Amir Malvandi +2
The industrial drying process consumes approximately 12% of the total energy used in manufacturing, with the potential for a 40% reduction in energy usage through improved process…
Time-Varying Parameters in Sequential Decision Making Problems
Amber Srivastava, S. M. Salapaka
In this paper we address the class of Sequential Decision Making (SDM) problems that are characterized by time-varying parameters. These parameter dynamics are either pre-specified…