1 citations · 1 across the 4 of their papers we have counts for
4 papers
Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently
Kenshin Abe, Yunzhuo Wang, Shuhei Watanabe
Tree-structured Parzen estimator (TPE) is a versatile hyperparameter optimization (HPO) method supported by popular HPO tools. Since these HPO tools have been developed in line wit…
KANOP: A Data-Efficient Option Pricing Model using Kolmogorov-Arnold Networks
Rushikesh Handal, Kazuki Matoya, Yunzhuo Wang +1
Inspired by the recently proposed Kolmogorov-Arnold Networks (KANs), we introduce the KAN-based Option Pricing (KANOP) model to value American-style options, building on the conven…
Iterative configuration of programmable unitary converter based on few layer redundant multi-plane light conversion
Yoshitaka Taguchi, Yunzhuo Wang, Ryota Tanomura +2
Programmable unitary photonic devices are emerging as promising tools to implement unitary transformation for quantum information processing, machine learning, and optical communic…
Information transfer based on precision time synchronization via wireless interferometry
Daijiro Koyama, Yunzhuo Wang, Nobuyasu Shiga +3
The growing demand of high-bandwidth and low-latency information transfer in information and communication technologies such as data centres and in-vehicle networks has increased t…