PDQUBO is a new performance-driven QUBO method for feature selection in recommender systems that incorporates counterfactual performance impacts of features and pairs, is model-agnostic, and outperforms prior quantum and some classical baselines on CTR tasks.
Superconducting Qubits: A Short Review
5 Pith papers cite this work. Polarity classification is still indexing.
5
Pith papers citing it
abstract
Superconducting qubits are solid state electrical circuits fabricated using techniques borrowed from conventional integrated circuits. They are based on the Josephson tunnel junction, the only non-dissipative, strongly non-linear circuit element available at low temperature. In contrast to microscopic entities such as spins or atoms, they tend to be well coupled to other circuits, which make them appealling from the point of view of readout and gate implementation. Very recently, new designs of superconducting qubits based on multi-junction circuits have solved the problem of isolation from unwanted extrinsic electromagnetic perturbations. We discuss in this review how qubit decoherence is affected by the intrinsic noise of the junction and what can be done to improve it.
citation-role summary
background 1
citation-polarity summary
verdicts
UNVERDICTED 5roles
background 1polarities
background 1representative citing papers
A transmon quantum battery charged by coherent ancillas achieves improved control of stored energy and extraction in experimentally accessible parameter regimes.
A method is proposed to realize open qubit dynamics via unitary transformations on an encompassing qutrit, demonstrated for phase damping and spontaneous-emission channels.
A unified local light-shifts encoding maps QUBO instances of SAT variants, set packing, quadratic assignment, clustering, and protein folding onto Rydberg annealers and solves them via optimized quantum annealing.
Perspective reviewing bosonic quantum devices for simulating chemical structure, vibronic spectra, adiabatic/nonadiabatic dynamics, graph theory problems, and electronic structure.
citing papers explorer
-
Performance-Driven QUBO for Recommender Systems on Quantum Annealers
PDQUBO is a new performance-driven QUBO method for feature selection in recommender systems that incorporates counterfactual performance impacts of features and pairs, is model-agnostic, and outperforms prior quantum and some classical baselines on CTR tasks.
-
Collisional charging of a transmon quantum battery
A transmon quantum battery charged by coherent ancillas achieves improved control of stored energy and extraction in experimentally accessible parameter regimes.
-
A New Mechanism of Open System Evolution and Its Entropy Using Unitary Transformations in Noncomposite Qudit Systems
A method is proposed to realize open qubit dynamics via unitary transformations on an encompassing qutrit, demonstrated for phase damping and spontaneous-emission channels.
-
A Unified Local Light-shifts Encoding For Solving Optimization Problems on a Rydberg Annealer
A unified local light-shifts encoding maps QUBO instances of SAT variants, set packing, quadratic assignment, clustering, and protein folding onto Rydberg annealers and solves them via optimized quantum annealing.
-
Simulating Chemistry on Bosonic Quantum Devices
Perspective reviewing bosonic quantum devices for simulating chemical structure, vibronic spectra, adiabatic/nonadiabatic dynamics, graph theory problems, and electronic structure.