3 papers
cs.LG2020
Ising-based Consensus Clustering on Specialized Hardware
Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa +1
The emergence of specialized optimization hardware such as CMOS annealers and adiabatic quantum computers carries the promise of solving hard combinatorial optimization problems mo…
quant-ph2020
Compressed Quadratization of Higher Order Binary Optimization Problems
Avradip Mandal, Arnab Roy, Sarvagya Upadhyay +1
Recent hardware advances in quantum and quantum-inspired annealers promise substantial speedup for solving NP-hard combinatorial optimization problems compared to general-purpose c…
cs.DS2019
Leveraging Special-Purpose Hardware for Local Search Heuristics
Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Avradip Mandal +3
As we approach the physical limits predicted by Moore's law, a variety of specialized hardware is emerging to tackle specialized tasks in different domains. Within combinatorial op…