Quantum algorithms for escaping from saddle points

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Quantum algorithms for escaping from saddle points

20 July 2020

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Papers citing "Quantum algorithms for escaping from saddle points"

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Title
Quantum Optimization via Gradient-Based Hamiltonian Descent Jiaqi Leng Bin Shi 53 0 0 20 May 2025
Quantum Non-Linear Bandit Optimization Zakaria Shams Siam Chaowen Guan Chong Liu 91 0 0 04 Mar 2025
Quantum Algorithms and Lower Bounds for Finite-Sum Optimization Yexin Zhang Chenyi Zhang Cong Fang Liwei Wang Tongyang Li 59 2 0 05 Jun 2024
Quantum Langevin Dynamics for Optimization Zherui Chen Yuchen Lu Hao Wang Yizhou Liu Tongyang Li AI4CE 144 11 0 27 Nov 2023
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants Andrew M. Childs Tongyang Li Jin-Peng Liu Cong Wang Ruizhe Zhang 64 17 0 12 Oct 2022
On Quantum Speedups for Nonconvex Optimization via Quantum Tunneling Walks Yizhou Liu Weijie J. Su Tongyang Li 86 18 0 29 Sep 2022
Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits Tongyang Li Ruizhe Zhang 56 14 0 26 Sep 2022
Quantum Algorithms and Lower Bounds for Linear Regression with Norm Constraints Yanlin Chen Ronald de Wolf 177 16 0 25 Oct 2021