9 citations · 10 across the 3 of their papers we have counts for
3 papers
Numerical Exploration of the Pythagorean Theorem Using HOBO Algorithm
Shoya Yasuda, Naoaki Mochida, Shunsuke Sotobayashi +2
This paper introduces a novel method for finding integer sets that satisfy the Pythagorean theorem by leveraging the Higher-Order Binary Optimization (HOBO) formulation. Unlike the…
HOBOTAN: Efficient Higher Order Binary Optimization Solver with Tensor Networks and PyTorch
Shoya Yasuda, Shunsuke Sotobayashi, Yuichiro Minato
In this study, we introduce HOBOTAN, a new solver designed for Higher Order Binary Optimization (HOBO). HOBOTAN supports both CPU and GPU, with the GPU version developed based on P…
Explainable Natural Language Processing with Matrix Product States
Jirawat Tangpanitanon, Chanatip Mangkang, Pradeep Bhadola +3
Despite empirical successes of recurrent neural networks (RNNs) in natural language processing (NLP), theoretical understanding of RNNs is still limited due to intrinsically comple…