Hayata Yamasaki

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Ridgelet Transform

Feature Relevance

Machine Learning

Quantum Computation

Top Venues

IEEE Trans. Inf. Theory

Publications

Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation. ICML (2023)
Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation. CoRR (2023)
Hayata Yamasaki, Natsuto Isogai, Mio Murao
Advantage of Quantum Machine Learning from General Computational Advantages. CoRR (2023)
Hayata Yamasaki, Simon Morelli, Markus Miethlinger, Jessica Bavaresco, Nicolai Friis, Marcus Huber
Activation of genuine multipartite entanglement: Beyond the single-copy paradigm of entanglement characterisation. Quantum 6 (2022)
Hayata Yamasaki, Sho Sonoda
Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning. CoRR (2021)
Hayata Yamasaki, Madhav Krishnan Vijayan, Min-Hsiu Hsieh
Hierarchy of quantum operations in manipulating coherence and entanglement. Quantum 5 (2021)
Shiro Tamiya, Hayata Yamasaki
Stochastic Gradient Line Bayesian Optimization: Reducing Measurement Shots in Optimizing Parameterized Quantum Circuits. CoRR (2021)
Hayata Yamasaki, Sathyawageeswar Subramanian, Sho Sonoda, Masato Koashi
Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions. NeurIPS (2020)
Hayata Yamasaki, Sathyawageeswar Subramanian, Sho Sonoda, Masato Koashi
Fast Quantum Algorithm for Learning with Optimized Random Features. CoRR (2020)
Kohdai Kuroiwa, Hayata Yamasaki
General Quantum Resource Theories: Distillation, Formation and Consistent Resource Measures. Quantum 4 (2020)
Hayata Yamasaki, Mio Murao
Quantum State Merging for Arbitrarily Small-Dimensional Systems. IEEE Trans. Inf. Theory 65 (6) (2019)