Kansei Ushiyama

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Differential Equations

Convergence Rate

Numerical Analysis

Optimization Methods

Top Venues

Numer. Algorithms

Publications

Kansei Ushiyama, Shun Sato, Takayasu Matsuo
Properties and practicability of convergence-guaranteed optimization methods derived from weak discrete gradients. Numer. Algorithms 96 (3) (2024)
Yoichi Chikahara, Kansei Ushiyama
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation. CoRR (2024)
Kansei Ushiyama, Shun Sato, Takayasu Matsuo
A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization. NeurIPS (2023)
Kansei Ushiyama, Shun Sato, Takayasu Matsuo
A new unified framework for designing convex optimization methods with prescribed theoretical convergence estimates: A numerical analysis approach. CoRR (2023)
Kansei Ushiyama, Shun Sato, Takayasu Matsuo
Deriving efficient optimization methods based on stable explicit numerical methods. JSIAM Lett. 14 (2022)
Kansei Ushiyama, Shun Sato, Takayasu Matsuo
Essential convergence rate of ordinary differential equations appearing in optimization. CoRR (2022)
Kansei Ushiyama, Shun Sato, Takayasu Matsuo
Essential convergence rate of ordinary differential equations appearing in optimization. JSIAM Lett. 14 (2022)