On the Trainability and Classical Simulability of Learning Matrix Product States Variationally
Fuente:
arXiv
Saved in:
| Main Authors: | Basheer, Afrad, Feng, Yuan, Ferrie, Christopher, Li, Sanjiang, Pashayan, Hakop |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Classical simulation of noisy quantum circuits via locally entanglement-optimal unravelings
by: Cichy, Simon, et al.
Published: (2025)
by: Cichy, Simon, et al.
Published: (2025)
Principal eigenstate classical shadows
by: Grier, Daniel, et al.
Published: (2024)
by: Grier, Daniel, et al.
Published: (2024)
Sample-optimal classical shadows for pure states
by: Grier, Daniel, et al.
Published: (2022)
by: Grier, Daniel, et al.
Published: (2022)
Random Quantum Circuits as Seeds for Continuous Generative Models
by: Hirviniemi, Olli, et al.
Published: (2026)
by: Hirviniemi, Olli, et al.
Published: (2026)
Streaming quantum state purification for general mixed states
by: Grier, Daniel, et al.
Published: (2025)
by: Grier, Daniel, et al.
Published: (2025)
Preparation Circuits for Matrix Product States by Classical Variational Disentanglement
by: Mansuroglu, Refik, et al.
Published: (2025)
by: Mansuroglu, Refik, et al.
Published: (2025)
Shallow shadows: Expectation estimation using low-depth random Clifford circuits
by: Bertoni, Christian, et al.
Published: (2022)
by: Bertoni, Christian, et al.
Published: (2022)
Trainability Enhancement of Parameterized Quantum Circuits via Reduced-Domain Parameter Initialization
by: Wang, Yabo, et al.
Published: (2023)
by: Wang, Yabo, et al.
Published: (2023)
Benchmarking Quantum Circuit Transformation with QKNOB Circuits
by: Li, Sanjiang, et al.
Published: (2023)
by: Li, Sanjiang, et al.
Published: (2023)
dSABRE: A SABRE-Style Router for Multi-Core Distributed Quantum Computers
by: Li, Sanjiang
Published: (2026)
by: Li, Sanjiang
Published: (2026)
Local surrogates for quantum machine learning
by: Nair, Sreeraj Rajindran, et al.
Published: (2025)
by: Nair, Sreeraj Rajindran, et al.
Published: (2025)
Local tensor-train surrogates for quantum learning models
by: Nair, Sreeraj Rajindran, et al.
Published: (2026)
by: Nair, Sreeraj Rajindran, et al.
Published: (2026)
What You Shouldn't Know About Quantum Computers
by: Ferrie, Chris
Published: (2024)
by: Ferrie, Chris
Published: (2024)
Simulating Quantum Turbulence with Matrix Product States
by: Gómez-Lozada, Felipe, et al.
Published: (2025)
by: Gómez-Lozada, Felipe, et al.
Published: (2025)
Variational Thermal State Preparation on Digital Quantum Processors Assisted by Matrix Product States
by: Li, Rui-Hao, et al.
Published: (2025)
by: Li, Rui-Hao, et al.
Published: (2025)
Trainability Beyond Linearity in Variational Quantum Objectives
by: Ma, Gordon, et al.
Published: (2026)
by: Ma, Gordon, et al.
Published: (2026)
Iterative Matrix Product State Simulation for Scalable Grover's Algorithm
by: Sam, Mei Ian, et al.
Published: (2026)
by: Sam, Mei Ian, et al.
Published: (2026)
Universality of Classically Trainable, Quantum-Deployed Boson-Sampling Generative Models
by: Kurkin, Andrii, et al.
Published: (2026)
by: Kurkin, Andrii, et al.
Published: (2026)
Variational Quantum Imaginary Time Evolution for Matrix Product State Ansatz with Tests on Transcorrelated Hamiltonians
by: Li, Hao-En, et al.
Published: (2024)
by: Li, Hao-En, et al.
Published: (2024)
A Tensor Network based Decision Diagram for Representation of Quantum Circuits
by: Hong, Xin, et al.
Published: (2020)
by: Hong, Xin, et al.
Published: (2020)
Short-time quantum Fourier transform processing
by: Nair, Sreeraj Rajindran, et al.
Published: (2025)
by: Nair, Sreeraj Rajindran, et al.
Published: (2025)
Analysis of The Vehicle Routing Problem Solved via Hybrid Quantum Algorithms in Presence of Noisy Channels
by: Mohanty, Nishikanta, et al.
Published: (2022)
by: Mohanty, Nishikanta, et al.
Published: (2022)
Riemannian-geometric generalizations of quantum fidelities and Bures-Wasserstein distance
by: Afham, A., et al.
Published: (2024)
by: Afham, A., et al.
Published: (2024)
GPT on a Quantum Computer
by: Liao, Yidong, et al.
Published: (2024)
by: Liao, Yidong, et al.
Published: (2024)
Quantum noise spectroscopy by qudit spectators
by: Javaherian, Clara, et al.
Published: (2025)
by: Javaherian, Clara, et al.
Published: (2025)
Sketch Tomography: Hybridizing Classical Shadow and Matrix Product State
by: Tang, Xun, et al.
Published: (2025)
by: Tang, Xun, et al.
Published: (2025)
Matrix Product State Simulation of Reacting Shear Flows
by: Pinkston, Robert, et al.
Published: (2025)
by: Pinkston, Robert, et al.
Published: (2025)
Realizing Quantum Kernel Models at Scale with Matrix Product State Simulation
by: Metcalf, Mekena, et al.
Published: (2024)
by: Metcalf, Mekena, et al.
Published: (2024)
Optimal Compilation Strategies for QFT Circuits in Neutral-Atom Quantum Computing
by: Gao, Dingchao, et al.
Published: (2025)
by: Gao, Dingchao, et al.
Published: (2025)
Enhancing the Trainability of Variational Quantum Circuits with Regularization Strategies
by: Zhuang, Jun, et al.
Published: (2024)
by: Zhuang, Jun, et al.
Published: (2024)
Special-Unitary Parameterization for Trainable Variational Quantum Circuits
by: Chen, Kuan-Cheng, et al.
Published: (2025)
by: Chen, Kuan-Cheng, et al.
Published: (2025)
Efficient Fidelity Estimation with Few Local Pauli Measurements
by: Sun, Mingyu, et al.
Published: (2025)
by: Sun, Mingyu, et al.
Published: (2025)
Optimal Qubit Mapping Search for Encoding Classical Data into Matrix Product State Representation with Minimal Loss
by: Jeon, Hyeongjun, et al.
Published: (2024)
by: Jeon, Hyeongjun, et al.
Published: (2024)
Qubit Mapping: The Adaptive Divide-and-Conquer Approach
by: Huang, Yunqi, et al.
Published: (2024)
by: Huang, Yunqi, et al.
Published: (2024)
Solving The Vehicle Routing Problem via Quantum Support Vector Machines
by: Mohanty, Nishikanta, et al.
Published: (2023)
by: Mohanty, Nishikanta, et al.
Published: (2023)
Quantum SMOTE with Angular Outliers: Redefining Minority Class Handling
by: Mohanty, Nishikanta, et al.
Published: (2025)
by: Mohanty, Nishikanta, et al.
Published: (2025)
Learning the stabilizer group of a Matrix Product State
by: Lami, Guglielmo, et al.
Published: (2024)
by: Lami, Guglielmo, et al.
Published: (2024)
Geometric Preconditioning and Curriculum Optimization for Trainable Variational Quantum Regression
by: Meng, Qingyu, et al.
Published: (2026)
by: Meng, Qingyu, et al.
Published: (2026)
Adversarial Effects on Expressibility and Trainability in Distributed Variational Quantum Algorithms
by: Sadhu, Abhishek, et al.
Published: (2026)
by: Sadhu, Abhishek, et al.
Published: (2026)
Quantum Classifiers with Trainable Kernel
by: Xu, Li, et al.
Published: (2025)
by: Xu, Li, et al.
Published: (2025)
Similar Items
-
Classical simulation of noisy quantum circuits via locally entanglement-optimal unravelings
by: Cichy, Simon, et al.
Published: (2025) -
Principal eigenstate classical shadows
by: Grier, Daniel, et al.
Published: (2024) -
Sample-optimal classical shadows for pure states
by: Grier, Daniel, et al.
Published: (2022) -
Random Quantum Circuits as Seeds for Continuous Generative Models
by: Hirviniemi, Olli, et al.
Published: (2026) -
Streaming quantum state purification for general mixed states
by: Grier, Daniel, et al.
Published: (2025)