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33 Results
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Learning Hard Distributions with Quantum-enhanced Variational Autoencoders Anantha Rao · Dhiraj Madan · Anupama Ray · Dhinakaran Vinayagamurthy · M S Santhanam |
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Discovering Quantum Circuits for Logical State Preparation with Deep Reinforcement Learning Remmy Zen · Jan Olle · Matteo Puviani · Florian Marquardt |
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Approximately-invariant neural networks for quantum many-body physics Dominik Kufel · Jack Kemp · Norman Yao |
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Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational Quantum Systems Lucas Tecot · Cho-Jui Hsieh |
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Machine learning-based compression of quantum many body physics: PCA and autoencoder representation of the vertex function Jiawei Zang · Matija Medvidović · Dominik Kiese · Domenico Di Sante · Anirvan Sengupta · Andy Millis |
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Teaching small transformers to rewrite ZX diagrams Francois Charton · Alexandre Krajenbrink · Konstantinos Meichanetzidis · Richie Yeung |
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Discovering Quantum Error Correcting Codes with Deep Reinforcement Learning Jan Olle · Remmy Zen · Matteo Puviani · Florian Marquardt |
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Machine Learning for Practical Quantum Error Mitigation Haoran Liao · Derek Wang · Iskandar Sitdikov · Ciro Salcedo · Alireza Seif · Zlatko Minev |
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QDC: Quantum Diffusion Convolution Kernels on Graphs Thomas Markovich |
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Quantum Theory and Application of Contextual Optimal Transport Nicola Mariella · Jannis Born · Albert Akhriev · Francesco Tacchino · Christa Zoufal · Eugene Koskin · Ivano Tavernelli · Stefan Woerner · Maria Anna Rapsomaniki · Sergiy Zhuk |
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Sat 9:25 |
Hierarchy of the echo state property in quantum reservoir computing Shumpei Kobayashi · Hoan Tran Quoc · Kohei Nakajima |
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Workshop
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Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders Shuyu Qin · Joshua Agar · Nhan Tran |