187 citations · 944 across the 36 of their papers we have counts for
4 papers · 1 filter
Concentration-Free Quantum Kernel Learning in the Rydberg Blockade
Ayana Sarkar, Martin Schnee, Sangeeth Das Kallullathil +4
Quantum kernel methods (QKMs) offer an appealing framework for machine learning on near-term quantum computers. However, QKMs generically suffer from exponential concentration, req…
Quantum Counting in the Rydberg Blockade
Joseph Gibson, Victor Drouin-Touchette, Stefanos Kourtis
We propose a quantum algorithm for approximately counting the number of solutions to planar 2-satisfiability (2SAT) formulas natively on neutral atom quantum computers. Our algorit…
Counting with the quantum alternating operator ansatz
Julien Drapeau, Shreya Banerjee, Stefanos Kourtis
We introduce a variational algorithm based on the quantum alternating operator ansatz (QAOA) for the approximate solution of computationally hard counting problems. Our algorithm,…
Postselection-free experimental observation of the measurement-induced phase transition in circuits with universal gates
Xiaozhou Feng, Jeremy Côté, Stefanos Kourtis +1
Monitored many-body systems can exhibit a phase transition between entangling and disentangling dynamical phases by tuning the strength of measurements made on the system as it evo…