人工知能:Artificial Intelligence

アルゴリズム:Algorithms

Continuous optimization in machine learning

Sequential optimization, an important computational method for constructing machine learning algorithms used in digital transformation artificial intelligence and machine learning tasks
2022.08.12
アルゴリズム:Algorithmsグラフ理論微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra
アルゴリズム:Algorithms

Protected: Gaussian Processes – The Advantages of Functional Clouds and Their Relationship to Regression Models, Kernel Methods, and Physical Models

Gaussian Processes as Applications of Stochastic Generative Models for Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML) Tasks Miscellaneous Function Clouds Advantages and Regression Models and their Relationship to Kernel Methods and Physical Models
2022.08.11
アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra
バンディッド問題

Theory and Algorithms for the Bandit Problem

The theory and algorithms of the Bandit Problem for selecting optimal strategies to be utilized in digital transformation, artificial intelligence, and machine learning tasks
2022.08.11
バンディッド問題強化学習
アルゴリズム:Algorithms

Protected: Dynamic Programming Algorithms and Data Structures

Algorithms and data structures of dynamic programming (memoization, Fibonacci sequence, knapsack problem), a fundamental technique of machine learning used in digital transformation, artificial intelligence and machine learning tasks.
2022.08.09
アルゴリズム:Algorithmsプログラミング言語:Programming Language
R

Protected: Structured Support Vector Machines

SVM structure learning and parsing using the deletion plane method algorithm on support vector machines utilized for digital transformation, artificial intelligence, and machine learning tasks, and protein similarity sequence search
2022.08.08
Rアルゴリズム:Algorithms幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning画像認識技術異常検知・変化検知確率・統計:Probability and Statistics線形代数:Linear Algebra自然言語処理:Natural Language Processing音声信号認識技術
アルゴリズム:Algorithms

Agent-Based Semantic Web Service Composition

Overview of Multi-Agent Systems A multi-agent system is a system in which multiple agents (AI characters...
2022.08.07
アルゴリズム:Algorithmsセマンテックウェブ技術:Semantic web Technologyマルチエージェントシステム機械学習:Machine Learning
グラフ理論

Optimization for the First Time Reading Notes

Optimization for the First Time Reading Notes From Optimization for Beginners This book is explained in d...
2022.08.06
グラフ理論ベイズ推定微分積分:Calculus最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics線形代数:Linear Algebra集合論:Set theory
アルゴリズム:Algorithms

Protected: About Bayesian Statistics and Machine Learning

The impact of machine learning on scientific methodology and engineering, and the suitability of probabilistic statistical approaches, particularly Bayesian models, for machine learning design
2022.08.06
アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra
アルゴリズム:Algorithms

The Impact of Blockchain: A Disruptive Technology that is Overturning the Social Structure from Bitcoin, FinTech to IoT – Reading Notes

Mathematics  Machine Learning Technology  Artificial Intelligence Technology  Algorithm  Digital Transformation Technolo...
2022.08.05
アルゴリズム:Algorithmsグラフ理論セキュリティ微分積分:Calculus数理論理学線形代数:Linear Algebra集合論:Set theory
IOT技術:IOT Technology

Protected: Reconstructing the shape of celestial objects from time series data – Temporal Astronomy

Reconstruct the shape of celestial objects (V455 Andromeda, accretion disk structure, white dwarf) from time series data using Bayesian inference.
2022.08.05
IOT技術:IOT Technologyアルゴリズム:Algorithmsベイズ推定地理空間情報処理推論技術:inference Technology時系列データ解析機械学習:Machine Learning深層学習:Deep Learning
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