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20192026
most citedEven shorter quantum circuit for phase estimation on early fault-tolerant quantum computers with applications to ground-state energy estimation

86 citations · 333 across the 21 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

math.OC2024

Swarm-based gradient descent meets simulated annealing

Zhiyan Ding, Martin Guerra, Qin Li +1

We introduce a novel method for non-convex optimization, called Swarm-based Simulated Annealing (SSA), which is at the interface between the swarm-based gradient-descent (SBGD) [J.…

math.NA2024

Bayesian sampling using interacting particles

Shi Chen, Zhiyan Ding, Qin Li

Bayesian sampling is an important task in statistics and machine learning. Over the past decade, many ensemble-type sampling methods have been proposed. In contrast to the classica…