Image de couverture de livre

A PAC-Bayesian approach to generalization for quantum models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Rodriguez-Grasa, Pablo, Caro, Matthias C., Eisert, Jens, Gil-Fuster, Elies, Schreiber, Franz J., Bravo-Prieto, Carlos
Format:	Preprint
Publié:	2026
Sujets:	Quantum Physics Quantum Gases Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Understanding quantum machine learning also requires rethinking generalization
par: Gil-Fuster, Elies, et autres
Publié: (2023)

Learning complexity gradually in quantum machine learning models
par: Recio-Armengol, Erik, et autres
Publié: (2024)

On the expressivity of embedding quantum kernels
par: Gil-Fuster, Elies, et autres
Publié: (2023)

Prospects for quantum advantage in machine learning from the representability of functions
par: Masot-Llima, Sergi, et autres
Publié: (2025)

Optimal algorithmic complexity of inference in quantum kernel methods
par: Gil-Fuster, Elies, et autres
Publié: (2026)

Robustly learning the Hamiltonian dynamics of a superconducting quantum processor
par: Hangleiter, Dominik, et autres
Publié: (2021)

How compactness curbs entanglement growth in bosonic systems
par: Aimet, Stefan, et autres
Publié: (2026)

Opportunities and limitations of explaining quantum machine learning
par: Gil-Fuster, Elies, et autres
Publié: (2024)

Experimentally probing Landauer's principle in the quantum many-body regime
par: Aimet, Stefan, et autres
Publié: (2024)

Finite-temperature quantum rotor approach for ultracold bosons in optical lattices
par: Martín, M. Rodríguez, et autres
Publié: (2025)

A canonical approach to quantum fluctuations
par: Ruhl, Joanna, et autres
Publié: (2025)

Potential and limitations of random Fourier features for dequantizing quantum machine learning
par: Sweke, Ryan, et autres
Publié: (2023)

Shortcut to spin dynamics for quantum mixtures
par: Capuzzi, Pablo, et autres
Publié: (2025)

Optical superlattice for engineering Hubbard couplings in quantum simulation
par: Chalopin, Thomas, et autres
Publié: (2024)

On the relation between trainability and dequantization of variational quantum learning models
par: Gil-Fuster, Elies, et autres
Publié: (2024)

A modular quantum gas platform
par: Hammel, Tobias, et autres
Publié: (2025)

Driven generalized quantum Rayleigh-van der Pol oscillators: Phase localization and spectral response
par: Sudler, A. J., et autres
Publié: (2024)

Harnessing quantum chaos in spin-boson models for all-purpose quantum-enhanced sensing
par: Zhang, Yicheng, et autres
Publié: (2024)

Green's function approach to interacting lattice polaritons and optical nonlinearities in subwavelength arrays of quantum emitters
par: Pedersen, Simon Panyella, et autres
Publié: (2024)

Double descent in quantum kernel methods
par: Kempkes, Marie, et autres
Publié: (2025)

The many faces of rotating quantum turbulence
par: Estrada, Julian Amette, et autres
Publié: (2025)

Open quantum spin chains with non-reciprocity: a theoretical approach based on the time-dependent generalized Gibbs ensemble
par: Marché, Alice, et autres
Publié: (2026)

Exotic quantum liquids in Bose-Hubbard models with spatially-modulated symmetries
par: Sala, Pablo, et autres
Publié: (2023)

A general variational approach for equilibrium phase boundaries of trapped spin-1 Bose-Einstein condensates
par: Satapathy, Sahil, et autres
Publié: (2026)

Momentum space magic for the transverse field quantum Ising model
par: Dóra, Balázs, et autres
Publié: (2024)

General collisionless kinetic approach to studying excitations in arbitrary-spin quantum atomic gases
par: Bulakhov, M., et autres
Publié: (2024)

Spin-charge separation in the quantum boomerang effect
par: Capuzzi, Pablo, et autres
Publié: (2024)

Indication of critical scaling in time during the relaxation of an open quantum system
par: Wu, Ling-Na, et autres
Publié: (2022)

Concept learning of parameterized quantum models from limited measurements
par: Gan, Beng Yee, et autres
Publié: (2024)

Emergence of magnetic excitations in one-dimensional quantum mixtures under confinement
par: Capuzzi, Pablo, et autres
Publié: (2026)

Effective action approach to quantum and thermal effects: from one particle to Bose-Einstein condensates
par: Salasnich, Luca
Publié: (2025)

Dynamic transition of the generalized Jaynes-Cummings model: multi-particles and inter-particle interaction effects
par: Liang, Wen, et autres
Publié: (2024)

Online learning of quantum processes
par: Raza, Asad, et autres
Publié: (2024)

Energy conservation and quantum backreaction in Bose-Einstein condensates
par: Ribeiro, Caio C. Holanda
Publié: (2024)

Probing short-range gravity using quantum reflection
par: Boynewicz, J., et autres
Publié: (2025)

Shortcuts to adiabaticity with a quantum control field
par: King, Emma C., et autres
Publié: (2025)

Observation of hysteresis in an isolated quantum system of disordered Heisenberg spins
par: Hornung, Moritz, et autres
Publié: (2025)

Spatiotemporal scales of dynamical quantum phase transitions in the Bose-Hubbard model
par: Li, Jia, et autres
Publié: (2025)

Benchmarking quantum master equations beyond ultraweak coupling
par: Breuer, C. S. Tello, et autres
Publié: (2024)

Phases and dynamics of quantum droplets in the crossover to two-dimensions
par: Pelayo, Jose Carlos, et autres
Publié: (2024)