226 citations · 652 across the 21 of their papers we have counts for
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cs.LG2024★ 9 cited
Symbolic Equation Solving via Reinforcement Learning
Lennart Dabelow, Masahito Ueda
Machine-learning methods are gradually being adopted in a wide variety of social, economic, and scientific contexts, yet they are notorious for struggling with exact mathematics. A…
cs.LG2022★ 13 cited
Three Learning Stages and Accuracy-Efficiency Tradeoff of Restricted Boltzmann Machines
Lennart Dabelow, Masahito Ueda
Restricted Boltzmann Machines (RBMs) offer a versatile architecture for unsupervised machine learning that can in principle approximate any target probability distribution with arb…