End-to-end Optimization of Single-Shot Quantum Machine Learning for Bayesian Inference
Fuente:
arXiv
Saved in:
| Main Authors: | Ilias, Theodoros, Hu, Fangjun, Vives, Marti, Türeci, Hakan E. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Quantifying the Expressive Capacity of Quantum Systems: Fundamental Limits and Eigentasks
by: Hu, Fangjun, et al.
Published: (2022)
by: Hu, Fangjun, et al.
Published: (2022)
Overcoming the Coherence Time Barrier in Quantum Machine Learning on Temporal Data
by: Hu, Fangjun, et al.
Published: (2023)
by: Hu, Fangjun, et al.
Published: (2023)
A neural processing approach to quantum state discrimination
by: Khan, Saeed A., et al.
Published: (2024)
by: Khan, Saeed A., et al.
Published: (2024)
Model Order Reduction for Open Quantum Systems Based on Measurement-adapted Time-coarse Graining
by: Fan, Wentao, et al.
Published: (2024)
by: Fan, Wentao, et al.
Published: (2024)
Scaling Laws of Quantum Information Lifetime in Monitored Quantum Dynamics
by: Zhang, Bingzhi, et al.
Published: (2025)
by: Zhang, Bingzhi, et al.
Published: (2025)
Single-shot Quantum State Classification via Nonlinear Quantum Amplification
by: Cüce, Elif, et al.
Published: (2026)
by: Cüce, Elif, et al.
Published: (2026)
Generalization Error in Quantum Machine Learning in the Presence of Sampling Noise
by: Hu, Fangjun, et al.
Published: (2024)
by: Hu, Fangjun, et al.
Published: (2024)
High-fidelity Quantum Readout Processing via an Embedded SNAIL Amplifier
by: Bello, Leon, et al.
Published: (2026)
by: Bello, Leon, et al.
Published: (2026)
Quantum theory of the Josephson junction between finite islands
by: Maldonado, Thomas J., et al.
Published: (2025)
by: Maldonado, Thomas J., et al.
Published: (2025)
Biasing quantum trajectories for enhanced sensing
by: Ilias, Theodoros
Published: (2025)
by: Ilias, Theodoros
Published: (2025)
Practical Trainable Temporal Postprocessor for Multistate Quantum Measurement
by: Khan, Saeed A., et al.
Published: (2023)
by: Khan, Saeed A., et al.
Published: (2023)
Mesoscopic theory of the Josephson junction
by: Maldonado, Thomas J., et al.
Published: (2024)
by: Maldonado, Thomas J., et al.
Published: (2024)
Systematic time-coarse graining for driven quantum systems
by: Bello, Leon, et al.
Published: (2024)
by: Bello, Leon, et al.
Published: (2024)
Spectral Theory for Non-linear Superconducting Microwave Systems: Extracting Relaxation Rates and Mode Hybridization
by: Pham, Dung N., et al.
Published: (2023)
by: Pham, Dung N., et al.
Published: (2023)
Long-time soliton dynamics via a coarse-grained space-time method
by: Pham, Dung N., et al.
Published: (2025)
by: Pham, Dung N., et al.
Published: (2025)
Generalized Time-Coarse Graining via an Operator Cumulant Expansion
by: Bello, Leon, et al.
Published: (2025)
by: Bello, Leon, et al.
Published: (2025)
Criticality-enhanced Electric Field Gradient Sensor with Single Trapped Ions
by: Ilias, Theodoros, et al.
Published: (2023)
by: Ilias, Theodoros, et al.
Published: (2023)
Adaptive Bayesian Single-Shot Quantum Sensing
by: Nikoloska, Ivana, et al.
Published: (2025)
by: Nikoloska, Ivana, et al.
Published: (2025)
Negative electrohydrostatic pressure between superconducting bodies
by: Maldonado, Thomas J., et al.
Published: (2023)
by: Maldonado, Thomas J., et al.
Published: (2023)
You Only Measure Once: On Designing Single-Shot Quantum Machine Learning Models
by: Liu, Chen-Yu, et al.
Published: (2025)
by: Liu, Chen-Yu, et al.
Published: (2025)
Quantum End-to-End Learning for Contextual Combinatorial Optimization
by: Lee, Jaehwan, et al.
Published: (2026)
by: Lee, Jaehwan, et al.
Published: (2026)
The Quest for Quantum Advantage in Combinatorial Optimization: End-to-end Benchmarking of Quantum Solvers vs. Multi-core Classical Solvers
by: Chandarana, Pranav, et al.
Published: (2026)
by: Chandarana, Pranav, et al.
Published: (2026)
End-to-end variational quantum sensing
by: MacLellan, Benjamin, et al.
Published: (2024)
by: MacLellan, Benjamin, et al.
Published: (2024)
End-to-End Quantum Algorithm for Topology Optimization in Structural Mechanics
by: Hölscher, Leonhard, et al.
Published: (2025)
by: Hölscher, Leonhard, et al.
Published: (2025)
Quantum Bayesian Networks for Machine Learning in Oil-Spill Detection
by: Siddiqui, Owais Ishtiaq, et al.
Published: (2024)
by: Siddiqui, Owais Ishtiaq, et al.
Published: (2024)
End-to-end quantum algorithms for tensor problems
by: Fontana, Enrico, et al.
Published: (2025)
by: Fontana, Enrico, et al.
Published: (2025)
Optimal Trace Inequalities for Single-Shot Quantum Information
by: Gour, Gilad
Published: (2026)
by: Gour, Gilad
Published: (2026)
Quantum computing for multidimensional option pricing: End-to-end pipeline
by: Hok, Julien, et al.
Published: (2026)
by: Hok, Julien, et al.
Published: (2026)
Certified Quantumness via Single-Shot Temporal Measurements
by: Ali, Md Manirul, et al.
Published: (2022)
by: Ali, Md Manirul, et al.
Published: (2022)
Bayesian Inference in Quantum Programs
by: Gehnen, Christina, et al.
Published: (2025)
by: Gehnen, Christina, et al.
Published: (2025)
Bayesian Phase Stabilization at the Shot-Noise Limit for Scalable Quantum Networks
by: Liu, Guang-Cheng, et al.
Published: (2026)
by: Liu, Guang-Cheng, et al.
Published: (2026)
Random Exclusion Codes: Quantum Advantages of Single-Shot Communication
by: Bae, Joonwoo, et al.
Published: (2025)
by: Bae, Joonwoo, et al.
Published: (2025)
Speedup Chip Yield Analysis by Improved Quantum Bayesian Inference
by: Li, Zi-Ming, et al.
Published: (2025)
by: Li, Zi-Ming, et al.
Published: (2025)
Accreditation of Analogue Quantum Simulators
by: Jackson, Andrew, et al.
Published: (2023)
by: Jackson, Andrew, et al.
Published: (2023)
Protein Design by Integrating Machine Learning with Quantum Annealing and Quantum-inspired Optimization
by: Panizza, Veronica, et al.
Published: (2024)
by: Panizza, Veronica, et al.
Published: (2024)
Optimizing Shot Assignment in Variational Quantum Eigensolver Measurement
by: Zhu, Linghua, et al.
Published: (2023)
by: Zhu, Linghua, et al.
Published: (2023)
Few-Shot, Robust Calibration of Single Qubit Gates Using Bayesian Robust Phase Estimation
by: Hurant, Travis, et al.
Published: (2024)
by: Hurant, Travis, et al.
Published: (2024)
Single-Shot Universality in Quantum LDPC Codes via Code-Switching
by: Tan, Shi Jie Samuel, et al.
Published: (2025)
by: Tan, Shi Jie Samuel, et al.
Published: (2025)
Beyond Optimization: Harnessing Quantum Annealer Dynamics for Machine Learning
by: Sakurai, Akitada, et al.
Published: (2026)
by: Sakurai, Akitada, et al.
Published: (2026)
QuaLITi: Quantum Machine Learning Hardware Selection for Inferencing with Top-Tier Performance
by: Phalak, Koustubh, et al.
Published: (2024)
by: Phalak, Koustubh, et al.
Published: (2024)
Similar Items
-
Quantifying the Expressive Capacity of Quantum Systems: Fundamental Limits and Eigentasks
by: Hu, Fangjun, et al.
Published: (2022) -
Overcoming the Coherence Time Barrier in Quantum Machine Learning on Temporal Data
by: Hu, Fangjun, et al.
Published: (2023) -
A neural processing approach to quantum state discrimination
by: Khan, Saeed A., et al.
Published: (2024) -
Model Order Reduction for Open Quantum Systems Based on Measurement-adapted Time-coarse Graining
by: Fan, Wentao, et al.
Published: (2024) -
Scaling Laws of Quantum Information Lifetime in Monitored Quantum Dynamics
by: Zhang, Bingzhi, et al.
Published: (2025)