no code implementations • 30 Nov 2022 • Mohamed Salah Ibrahim, Akshay Malhotra, Mihaela Beluri, Arnab Roy, Shahab Hamidi-Rad
The proposed method strikes the balance between performance, overhead and complexity.
no code implementations • 17 Oct 2020 • Osman Asif Malik, Hayato Ushijima-Mwesigwa, Arnab Roy, Avradip Mandal, Indradeep Ghosh
In this work, we focus on the important binary matrix factorization (BMF) problem which has many applications in data mining.
no code implementations • 4 Mar 2020 • Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy
The emergence of specialized optimization hardware such as CMOS annealers and adiabatic quantum computers carries the promise of solving hard combinatorial optimization problems more efficiently in hardware.
no code implementations • 6 Aug 2014 • Arnab Roy, J. David Schaffer, Craig B. Laramee
We have introduced two crossover operators, MMX-BLXexploit and MMX-BLXexplore, for simultaneously solving multiple feature/subset selection problems where the features may have numeric attributes and the subset sizes are not predefined.