2 papers
quant-ph2024
Information plane and compression-gnostic feedback in quantum machine learning
Nathan Haboury, Mo Kordzanganeh, Alexey Melnikov +1
The information plane (Tishby et al. arXiv:physics/0004057, Shwartz-Ziv et al. arXiv:1703.00810) has been proposed as an analytical tool for studying the learning dynamics of neura…
q-bio.BM2024
Hybrid quantum cycle generative adversarial network for small molecule generation
Matvei Anoshin, Asel Sagingalieva, Christopher Mansell +4
The drug design process currently requires considerable time and resources to develop each new compound that enters the market. This work develops an application of hybrid quantum…