Satoshi Hayakawa

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 24

Top Topics

Ridgelet Transform

Top Venues

Publications

Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Xingchen Wan, Vu Nguyen, Harald Oberhauser, Michael A. Osborne
Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach. AISTATS (2024)
Satoshi Hayakawa, Tetsuro Morimura
Policy Gradient with Kernel Quadrature. Trans. Mach. Learn. Res. 2024 (2024)
Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Saad Hamid, Harald Oberhauser, Michael A. Osborne
A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting. CoRR (2024)
Masaki Adachi, Satoshi Hayakawa, Saad Hamid, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
SOBER: Scalable Batch Bayesian Optimization and Quadrature using Recombination Constraints. CoRR (2023)
Masaki Adachi, Satoshi Hayakawa, Xingchen Wan, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
Domain-Agnostic Batch Bayesian Optimization with Diverse Constraints via Bayesian Quadrature. CoRR (2023)
Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons
Sampling-based Nyström Approximation and Kernel Quadrature. CoRR (2023)
Satoshi Hayakawa, Takuya Nakagawa, Kazuma Hasegawa, Hidetoshi Oya, Yoshikatsu Hoshi
Synthesis of adaptive gain robust model-following/tracking controllers for uncertain systems with multiple unknown dead-zone inputs via piecewise Lyapunov functions. Int. J. Syst. Sci. 54 (8) (2023)
Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation. ICML (2023)
Satoshi Hayakawa, Tetsuro Morimura
Policy Gradient with Kernel Quadrature. CoRR (2023)
Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons
Sampling-based Nyström Approximation and Kernel Quadrature. ICML (2023)
Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation. CoRR (2023)
Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. CoRR (2022)
Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons
Positively Weighted Kernel Quadrature via Subsampling. NeurIPS (2022)
Satoshi Hayakawa, Takuya Nakagawa, Hidetoshi Oya, Yoshikatsu Hoshi
Synthesis of Adaptive Gain Robust Controllers for Polytopic Uncertain Systems with Multiple Unknown Dead-Zone Inputs. IECON (2022)
Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons
Hypercontractivity Meets Random Convex Hulls: Analysis of Randomized Multivariate Cubatures. CoRR (2022)
Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. NeurIPS (2022)
Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons
Positively Weighted Kernel Quadrature via Subsampling. CoRR (2021)
Satoshi Hayakawa, Ken'ichiro Tanaka
Monte Carlo construction of cubature on Wiener space. CoRR (2020)
Satoshi Hayakawa
Monte-Carlo Cubature construction. CoRR (2020)
Satoshi Hayakawa, Taiji Suzuki
On the minimax optimality and superiority of deep neural network learning over sparse parameter spaces. Neural Networks 123 (2020)
Satoshi Hayakawa, Ken'ichiro Tanaka
Error bounds of potential theoretic numerical integration formulas in weighted Hardy spaces. JSIAM Lett. 12 (2020)
Satoshi Hayakawa, Ken'ichiro Tanaka
Convergence analysis of approximation formulas for analytic functions via duality for potential energy minimization. CoRR (2019)
Satoshi Hayakawa, Taiji Suzuki
On the minimax optimality and superiority of deep neural network learning over sparse parameter spaces. CoRR (2019)
Takanobu Mizuta, Yoshito Noritake, Satoshi Hayakawa, Kiyoshi Izumi
Affecting market efficiency by increasing speed of order matching systems on financial exchanges - investigation using agent based model. SSCI (2016)
Yuki Shirosaki, Kohei Okamoto, Satoshi Hayakawa, Akiyoshi Osaka
In vitro cytocompatibility of microspheres derived from chitosan-silicate hybrids. MHS (2013)
Sadaaki Miyamoto, Satoshi Hayakawa, Yuichi Kawasaki
Term Clustering in Texts Based on Fuzzy Neighborhoods and Kernel Functions. KES (2) (2007)
Sadaaki Miyamoto, Satoshi Hayakawa
A Fuzzy Neighborhood Model for Clustering, Classification, and Approximations. RSCTC (2006)
Sadaaki Miyamoto, Yasunori Endo, Satoshi Hayakawa, Erina Kataoka
Classification and clustering of information objects based on fuzzy neighborhood system. SMC (2005)