Learning to erase quantum states: thermodynamic implications of quantum learning theory
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Haimeng, Zhang, Yuzhen, Preskill, John |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exponential quantum advantage in processing massive classical data
by: Zhao, Haimeng, et al.
Published: (2026)
by: Zhao, Haimeng, et al.
Published: (2026)
Efficient Pauli channel estimation with logarithmic quantum memory
by: Chen, Sitan, et al.
Published: (2023)
by: Chen, Sitan, et al.
Published: (2023)
Efficient witnessing and testing of magic in mixed quantum states
by: Haug, Tobias, et al.
Published: (2025)
by: Haug, Tobias, et al.
Published: (2025)
Entanglement-induced provable and robust quantum learning advantages
by: Zhao, Haimeng, et al.
Published: (2024)
by: Zhao, Haimeng, et al.
Published: (2024)
Learning and Generating Mixed States Prepared by Shallow Channel Circuits
by: Hu, Fangjun, et al.
Published: (2026)
by: Hu, Fangjun, et al.
Published: (2026)
A learning theory for quantum photonic processors and beyond
by: Rosati, Matteo
Published: (2022)
by: Rosati, Matteo
Published: (2022)
The vast world of quantum advantage
by: Huang, Hsin-Yuan, et al.
Published: (2025)
by: Huang, Hsin-Yuan, et al.
Published: (2025)
NLTS Hamiltonians from good quantum codes
by: Anshu, Anurag, et al.
Published: (2022)
by: Anshu, Anurag, et al.
Published: (2022)
Information-theoretic generalization bounds for learning from quantum data
by: Caro, Matthias, et al.
Published: (2023)
by: Caro, Matthias, et al.
Published: (2023)
Learning quantum states and unitaries of bounded gate complexity
by: Zhao, Haimeng, et al.
Published: (2023)
by: Zhao, Haimeng, et al.
Published: (2023)
An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds
by: Chen, Siyu, et al.
Published: (2025)
by: Chen, Siyu, et al.
Published: (2025)
The monotonicity of the Franz-Parisi potential is equivalent with Low-degree MMSE lower bounds
by: Tsirkas, Konstantinos, et al.
Published: (2026)
by: Tsirkas, Konstantinos, et al.
Published: (2026)
Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows
by: Hu, Hong-Ye, et al.
Published: (2024)
by: Hu, Hong-Ye, et al.
Published: (2024)
Adversarially robust quantum state learning and testing
by: Aliakbarpour, Maryam, et al.
Published: (2025)
by: Aliakbarpour, Maryam, et al.
Published: (2025)
Quantum natural gradient without monotonicity
by: Sasaki, Toi, et al.
Published: (2024)
by: Sasaki, Toi, et al.
Published: (2024)
Rapidly mixing loop representation quantum Monte Carlo for Heisenberg models on star-like bipartite graphs
by: Takahashi, Jun, et al.
Published: (2024)
by: Takahashi, Jun, et al.
Published: (2024)
Information geometry of nonmonotonic quantum natural gradient
by: Miyahara, Hideyuki
Published: (2025)
by: Miyahara, Hideyuki
Published: (2025)
Certifying almost all quantum states with few single-qubit measurements
by: Huang, Hsin-Yuan, et al.
Published: (2024)
by: Huang, Hsin-Yuan, et al.
Published: (2024)
Quantum Neural Estimation of Entropies
by: Goldfeld, Ziv, et al.
Published: (2023)
by: Goldfeld, Ziv, et al.
Published: (2023)
Classically Sampling Noisy Quantum Circuits in Quasi-Polynomial Time under Approximate Markovianity
by: Zhang, Yifan F., et al.
Published: (2025)
by: Zhang, Yifan F., et al.
Published: (2025)
Quantum-data-driven dynamical transition in quantum learning
by: Zhang, Bingzhi, et al.
Published: (2024)
by: Zhang, Bingzhi, et al.
Published: (2024)
Limitations of Linear Cross-Entropy as a Measure for Quantum Advantage
by: Gao, Xun, et al.
Published: (2021)
by: Gao, Xun, et al.
Published: (2021)
Quantum advantage from measurement-induced entanglement in random shallow circuits
by: Watts, Adam Bene, et al.
Published: (2024)
by: Watts, Adam Bene, et al.
Published: (2024)
A complexity phase transition at the EPR Hamiltonian
by: Marwaha, Kunal, et al.
Published: (2026)
by: Marwaha, Kunal, et al.
Published: (2026)
Generalized Zurek's bound on the cost of an individual classical or quantum computation
by: Kolchinsky, Artemy
Published: (2023)
by: Kolchinsky, Artemy
Published: (2023)
Noisy Quantum Learning Theory
by: Cotler, Jordan, et al.
Published: (2025)
by: Cotler, Jordan, et al.
Published: (2025)
Universal quantum resource distillation via composite generalised quantum Stein's lemma
by: Lami, Ludovico, et al.
Published: (2026)
by: Lami, Ludovico, et al.
Published: (2026)
Fundamentals of quantum Boltzmann machine learning with visible and hidden units
by: Wilde, Mark M.
Published: (2025)
by: Wilde, Mark M.
Published: (2025)
The role of shared randomness in quantum state certification with unentangled measurements
by: Liu, Yuhan, et al.
Published: (2024)
by: Liu, Yuhan, et al.
Published: (2024)
Lower Bounds for Learning Quantum States with Single-Copy Measurements
by: Lowe, Angus, et al.
Published: (2022)
by: Lowe, Angus, et al.
Published: (2022)
Landauer Principle and Thermodynamics of Computation
by: Chattopadhyay, Pritam, et al.
Published: (2025)
by: Chattopadhyay, Pritam, et al.
Published: (2025)
Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders
by: de Schoulepnikoff, Paulin, et al.
Published: (2025)
by: de Schoulepnikoff, Paulin, et al.
Published: (2025)
On the undecidability of quantum channel capacities
by: Bhattacharyya, Archishna, et al.
Published: (2026)
by: Bhattacharyya, Archishna, et al.
Published: (2026)
Towards sample-optimal learning of bosonic Gaussian quantum states
by: Chen, Senrui, et al.
Published: (2026)
by: Chen, Senrui, et al.
Published: (2026)
Entropy functionals and equilibrium states in mixed quantum-classical dynamics
by: Tronci, Cesare, et al.
Published: (2025)
by: Tronci, Cesare, et al.
Published: (2025)
Quantum state testing beyond the polarizing regime and quantum triangular discrimination
by: Liu, Yupan
Published: (2023)
by: Liu, Yupan
Published: (2023)
Stochastic thermodynamics of computation
by: Wolpert, David H.
Published: (2019)
by: Wolpert, David H.
Published: (2019)
Discovering quantum phenomena with Interpretable Machine Learning
by: de Schoulepnikoff, Paulin, et al.
Published: (2026)
by: de Schoulepnikoff, Paulin, et al.
Published: (2026)
Efficient quantum pseudorandomness under conservation laws
by: Li, Zimu, et al.
Published: (2024)
by: Li, Zimu, et al.
Published: (2024)
Efficient reductions from a Gaussian source with applications to statistical-computational tradeoffs
by: Lou, Mengqi, et al.
Published: (2025)
by: Lou, Mengqi, et al.
Published: (2025)
Similar Items
-
Exponential quantum advantage in processing massive classical data
by: Zhao, Haimeng, et al.
Published: (2026) -
Efficient Pauli channel estimation with logarithmic quantum memory
by: Chen, Sitan, et al.
Published: (2023) -
Efficient witnessing and testing of magic in mixed quantum states
by: Haug, Tobias, et al.
Published: (2025) -
Entanglement-induced provable and robust quantum learning advantages
by: Zhao, Haimeng, et al.
Published: (2024) -
Learning and Generating Mixed States Prepared by Shallow Channel Circuits
by: Hu, Fangjun, et al.
Published: (2026)