確率的勾配探索経由の最適化と学習

Optimization and Learning via Stochastic Gradient Search

Principles And Methods Of Applied Mathematics

機械学習のための線形代数と最適化（テキスト・第２版）

Linear Algebra and Optimization for Machine Learning

A Textbook

数学的モデリング法：発展と応用

Methods of Mathematical Modeling

Advances and Applications

数学者のための連合学習の基礎

Federated Learning

A Primer for Mathematicians

Sound of Music

The History of Mathematical and Scientific Thinking in Music and Sound

Principles And Methods Of Applied Mathematics

Global Optimization, Computation, Approximation And Applications

Self-similar Energies On Finitely Ramified Fractals

Game Theory Explained: A Mathematical Introduction With Optimization

Introduction to Special Functions for Applied Mathematics

変化点検出：理論と応用

Change Point Analysis

Theory and Application

Modelling Order and Disorder

Integro-Differential Nonlinear Equations

Equivariant And Coordinate Independent Convolutional Networks: A Gauge Field Theory Of Neural Networks

Numerical Analysis for Elliptic Optimal Control Problems

複雑動態システムのモデリングと予測のための確率論的手法（第２版）

Stochastic Methods for Modeling and Predicting Complex Dynamical Systems

Uncertainty Quantification, State Estimation, and Reduced-Order Models

力学系とMATLABによる応用（テキスト・第３版）

Dynamical Systems with Applications Using MATLAB®

幾何学的力学Ⅲ：対称性の破れと図表の構成

Geometric Mechanics - Part Iii: Broken Symmetry And Composition Of Maps

幾何学的力学Ⅲ：対称性の破れと図表の構成

Geometric Mechanics - Part Iii: Broken Symmetry And Composition Of Maps

Finite Mathematics

An Introduction with Applications in Business, Social Sciences, and Music