Quantum Machine Learning
4,297 papers
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 721-732 of 4,297
InterQ: Communication-Aware Scheduling Across Modular QPUs with Classical and Quantum Links
Vinooth Kulkarni, Jaehyun Lee, Lauren Li, Aaron Orenstein, Xinpeng Li, Shuai Xu, Daniel Blankenberg, Vipin Chaudhary
Introduction to quantum error correction with stabilizer codes
Zachary P. Bradshaw, Jeffrey J. Dale, Ethan N. Evans
Invariance Audits for Quantum Kernels and Variational Rewinding: A Real-to-Hermitian Taxonomy of Projector, Flag, Anchor, and Density Geometry
Azadeh Alavi, Fatemeh Kouchmeshki, Hossein Akhoundi
Inverse design of bullseye cavities using tandem neural networks
Martin Sanchez, Christer Everly, Lukas Weituschat, Pablo Postigo
Inverse Molecular Design for the Discovery of Organic Energy Transfer Photocatalysts: Bridging Global and Local Chemical Space Exploration.
Schlosser L, Rendel NH, Gemen J, Glorius F, Jorner K
IQP Born Machines under Data-dependent and Agnostic Initialization Strategies
Sacha Lerch, Joseph Bowles, Ricard Puig, Erik Armengol, Zoë Holmes, Supanut Thanasilp
Iterative quantum-assisted least squares optimization with convergence guarantees
Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel
JGRA: Jacobian Geometry Robustness Assessment in NISQ Noise-Aware Quantum Neural Networks
Gianluca Scanu, Luca Barletta, Stefano Rini
K-UID: A Scale-Invariant Topological Address System for Noncovalent Interaction Classification Across Molecular Scales.
Kulkarni PP
Kaiwu-PyTorch-Plugin: Bridging Deep Learning and Photonic Quantum Computing for Energy-Based Models and Active Sample Selection
Hongdong Zhu, Qi Gao, Yin Ma, Shaobo Chen, Haixu Liu, Fengao Wang, Tinglan Wang, Chang Wu, Kai Wen
Kepemimpinan SDM dalam Era Quantum Workforce: Menyiapkan Talenta untuk Industri Komputasi Masa Depan (Fokus: Strategi Pengembangan Kompetensi yang Melampaui Literasi Digital Standar)
Dyah Ayu Pramudita, Revi Agustina, Saifatul Dwi Fitriyanti, Mochammad Isa Ansori
Kernel Learning by Quantum Annealer
Yasushi Hasegawa, Hiroki Oshiyama, Masayuki Ohzeki