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Curriculum reinforcement learning for quantum architecture search under hardware errors2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Yash J. Patel, Akash Kundu, Mateusz Ostaszewski, Xavier Bonet-Monroig, Vedran Dunjko, Onur Danaci
7citations -
Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs2023 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, AIdo Guzman-Saenz, ToIga Birdal, Michael T. Schaub
4citations -
qCLUE: a quantum clustering algorithm for multi-dimensional datasets2024 Frontiers in Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
Dhruv Gopalakrishnan, Luca Dellantonio, Antonio Di Pilato, W. Redjeb, Felice Pantaleo, Michele Mosca
3citations -
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, +2 more
2citations -
Joint Parameter and State-Space Modelling of Manufacturing Processes using Gaussian Processes2024 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) conference-paper Computer Science Gaussian Processes and Bayesian Inference
Saksham Kiroriwal, Julius Pfrommer, Hendrik Mende, Robert Heinrich Schmitt, Jürgen Beyerer
1citations -
Learning to generate high-dimensional distributions with low-dimensional quantum Boltzmann machines2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Cenk Tüysüz, Maria Demidik, Luuk Coopmans, Enrico Rinaldi, V. Croft, Y. Haddad, +2 more
1citations