Sublinear quantum algorithms for training linear and kernel-based classifiers

4 April 2019

Papers citing "Sublinear quantum algorithms for training linear and kernel-based classifiers"

14 / 14 papers shown

Title
Quantum Langevin Dynamics for Optimization Zherui Chen Yuchen Lu Hao Wang Yizhou Liu Tongyang Li AI4CE 54 11 0 27 Nov 2023
Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games Minbo Gao Zhengfeng Ji Tongyang Li Qisheng Wang 46 9 0 27 Apr 2023
Concentration of Data Encoding in Parameterized Quantum Circuits Guangxi Li Ruilin Ye Xuanqiang Zhao Xin Wang 31 25 0 16 Jun 2022
Quantum Semi-Supervised Kernel Learning Seyran Saeedi Ali (Aliakbar) Panahi Tom Arodz SSL 48 6 0 22 Apr 2022
The complexity of quantum support vector machines Gian Gentinetta Arne Thomsen David Sutter Stefan Woerner 52 41 0 28 Feb 2022
Towards understanding the power of quantum kernels in the NISQ era Xinbiao Wang Yuxuan Du Yong Luo Dacheng Tao 75 70 0 31 Mar 2021
VSQL: Variational Shadow Quantum Learning for Classification Guangxi Li Zhixin Song Xin Wang 19 45 0 15 Dec 2020
Constant-round Blind Classical Verification of Quantum Sampling Kai-Min Chung Yi Lee Han-Hsuan Lin Xiaodi Wu 68 10 0 09 Dec 2020
Quantum Algorithm for Online Convex Optimization Jianhao He Feidiao Yang Jialin Zhang Lvzhou Li 53 4 0 29 Jul 2020
Quantum exploration algorithms for multi-armed bandits Daochen Wang Xuchen You Tongyang Li Andrew M. Childs 54 28 0 14 Jul 2020
Quantum Boosting Srinivasan Arunachalam Reevu Maity 30 25 0 12 Feb 2020
Quantum algorithms for Second-Order Cone Programming and Support Vector Machines Iordanis Kerenidis A. Prakash Dániel Szilágyi 40 39 0 19 Aug 2019
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 33 14 0 16 Jul 2019
Quantum and Classical Algorithms for Approximate Submodular Function Minimization Yassine Hamoudi Patrick Rebentrost A. Rosmanis M. Santha 20 11 0 11 Jul 2019