46 citations · 87 across the 13 of their papers we have counts for
4 papers · 1 filter
Decoupling of the QAOA into independent spin-boson systems and high-depth performance on pure and mixed spin glasses
Sami Boulebnane, Abid Khan, Pragna Subrahmanya +4
The Quantum Approximate Optimization Algorithm (QAOA) is regarded as a promising candidate for near-term quantum advantage in combinatorial optimization, yet our ability to study i…
Provable Classical and Quantum Local Algorithms for Max--Cut and Quantum Advantage at Moderate Girth
Anuj Apte, Abid Khan, Edward Farhi +3
Broadening the study of quantum optimization algorithms from binary to -element alphabets has been shown to open new avenues for potential quantum advantage. A quantum advantage…
Optimization Using Locally-Quantum Decoders
Noah Shutty, Avijit Mandal, Seyoon Ragavan +8
It was pointed out in [JSW+25] that widely-studied optimization problems such as D-regular max-k-XORSAT can be reduced to decoding of LDPC codes, using quantum algorithms related t…
Quantum Approximate Optimization of Integer Graph Problems and Surpassing Semidefinite Programming for Max-k-Cut
Anuj Apte, Sami Boulebnane, Yuwei Jin +3
Quantum algorithms for binary optimization problems have been the subject of extensive study. However, the application of quantum algorithms to integer optimization problems remain…