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 217-228 of 4,297
Benchmarking quantum kernels and modern vision models for compound facial expression recognition.
Florestiyanto MY, Surjono HD, Jati H.
Benchmarking Quantum Machine Learning for Power-System Attack Detection: Evaluation Choices Decide the Outcome Before the Models Do
Md Rezwanul Islam
Benchmarking the Lights Out Problem on Real Quantum Hardware
Maksims Dimitrijevs, Maria Palchiha, Abuzer Yakaryilmaz
Benchmarking the ORCA PT-2 Boson Sampler using Minimum Dominating Set Problems
Jessica Park, Susan Stepney, Irene D'Amico
Bernstein-Vazirani Networks: Quantum Machine Learning by Interference
Natacha Kuete Meli, Tolga Birdal, Prayag Tiwari, Vladislav Golyanik, Michael Moeller
Better reporting is better science: Community-defined minimal reporting requirements for light microscopy.
Montero Llopis P, van Oostende-Triplet C, Gaudreault N, Strambio De Castillia C, Fernandez-Rodriguez J, Martins G, North A, Acevedo L, Avilov S, Bertocchi C, Boehm U, Cameron L, Cammer M, Cleret-Buhot A, Dietzel S, Faklaris O, Gaboriau D, Guilbert T, Grunwald D, Gu T, Halidi N, Hammer M, Hartmann H, Heller J, Jambor H, Koksoy AA, Lacoste J, Larsen D, Le Dévédec SE, Liu P, Moore J, Nelson G, Nelson M, Norlin N, Parslow A, Payne-Dwyer AL, Peterson J, Podder S, Ravasio A, Rosa-Molinar E, Schroth-Diez B, Selchow O, Srinivasan S, Taatjes D, Vonderstein K, Walther C, Nitschke R
Beyond Gates: Pulse Level Quantum Fourier Models
Melvin Strobl, Maja Franz, Lukas Scheller, Eileen Kuehn, Wolfgang Mauerer, Achim Streit
Beyond Optimization: Harnessing Quantum Annealer Dynamics for Machine Learning
Akitada Sakurai, Aoi Hayashi, Tadayoshi Matsumori, Daisuke Kaji, Tadashi Kadowaki, Kae Nemoto
Beyond Project-Based Learning: Conference-Style Writing as Authentic Assessment in Interdisciplinary Quantum Engineering Education
Nischal Binod Gautam, Enrique P. Blair
Beyond Reinforcement Learning: Fast and Scalable Quantum Circuit Synthesis
Lukas Theissinger, Thore Gerlach, David Berghaus, Christian Bauckhage
Beyond the Classical Ceiling: Multi-Layer Fully-Connected Variational Quantum Circuits
Howard Su, Chen-Yu Liu, Samuel Yen-Chi Chen, Kuan-Cheng Chen, Huan-Hsin Tseng
Beyond the Expressivity-Trainability Paradox: A Dynamical Lie Algebra Perspective on Navigating Barren Plateaus in Quantum Machine Learning
Kung-Ming Lan, Edward Huang