Quantum Optimization via Gradient-Based Hamiltonian Descent

20 May 2025

Papers citing "Quantum Optimization via Gradient-Based Hamiltonian Descent"

8 / 8 papers shown

Title
Quantitative Convergences of Lie Group Momentum Optimizers Lingkai Kong Molei Tao 46 2 0 30 May 2024
Quantum Langevin Dynamics for Optimization Zherui Chen Yuchen Lu Hao Wang Yizhou Liu Tongyang Li AI4CE 80 11 0 27 Nov 2023
On Quantum Speedups for Nonconvex Optimization via Quantum Tunneling Walks Yizhou Liu Weijie J. Su Tongyang Li 55 18 0 29 Sep 2022
Riemannian accelerated gradient methods via extrapolation Andi Han Bamdev Mishra Pratik Jawanpuria Junbin Gao 48 9 0 13 Aug 2022
Quantum algorithms for escaping from saddle points Chenyi Zhang Jiaqi Leng Tongyang Li 57 19 0 20 Jul 2020
From Nesterov's Estimate Sequence to Riemannian Acceleration Kwangjun Ahn S. Sra 63 76 0 24 Jan 2020
Understanding the Acceleration Phenomenon via High-Resolution Differential Equations Bin Shi S. Du Michael I. Jordan Weijie J. Su 53 259 0 21 Oct 2018
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 157 1,166 0 04 Mar 2015