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quant-ph2024
Equivariant Machine Learning Decoder for 3D Toric Codes
Oliver Weissl, Evgenii Egorov
Mitigating errors in computing and communication systems has seen a great deal of research since the beginning of the widespread use of these technologies. However, as we develop n…
cs.LG2024
Ai-Sampler: Adversarial Learning of Markov kernels with involutive maps
Evgenii Egorov, Ricardo Valperga, Efstratios Gavves
Markov chain Monte Carlo methods have become popular in statistics as versatile techniques to sample from complicated probability distributions. In this work, we propose a method t…