Deus Ex Machina

Protected: Meta-analysis in Medical Research Methods of Evidence Integration in Scientific Evidence-Based Medicine

Evidence integration in meta-analysis in science-based medicine as statistical data processing in digital transformation, artificial intelligence, and machine learning tasks method of moments, maximum likelihood, large sample theory, DerSimonian an Laird estimation, publication bias, network meta-analysis

2022.09.04

アルゴリズム:Algorithmsシミュレーションスパースモデリングベイズ推定最適化:Optimization検索技術:Search Technology深層学習:Deep Learning確率・統計:Probability and Statistics関係データ学習

Thinking Machines Machine Learning and its Hardware Implementation

Summary Many hardware implementations of machine learning are dedicated hardware. These means include the f...

2022.09.03

コンピューターハードウェア機械学習:Machine Learning

KI 2017: Advances in Artificial Intelligence Papers

KI2017 In the previous article we discussed KI2016. In this issue, we describe KI2017, which w...

2022.09.03

Uncategorized

Protected: Support Vector Machines for Weak Label Learning (2) Multi-Instance Learning

Extension of support vector machines utilized for digital transformation, artificial intelligence, and machine learning tasks; multi-instance learning approach with SVMs for weak-label learning problems (mi-SVM, MI-SVM)

2022.09.02

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

Protected: Computation of graphical models with hidden variables

Parameter learning of graphical models with hidden variables using variational EM algorithm in stochastic generative models (wake-sleep algorithm, MCEM algorithm, stochastic EM algorithm, Gibbs sampling, contrastive divergence method, constrained Boltzmann machine, EM algorithm, KL divergence)

2022.09.01

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

Protected: Application of Variational Bayesian Algorithm to Matrix Decomposition Models with Missing Values

Application of variational Bayesian algorithm to matrix factorization models with missing values as a stochastic generative model computation for use in digital transformation, artificial intelligence, and machine learning tasks

2022.08.31

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

Protected: Application of Nonparametric Bayesian Structural Change Estimation

Nonparametric Bayesian structural change estimation using Gibbs sampling as an application of probabilistic generative models for digital transformation, artificial intelligence, and machine learning tasks

2022.08.30

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

Protected: Stochastic Generative Models and Gaussian Processes(2)Maximum Likelihood and Bayesian Estimation

Maximum Likelihood and Bayesian Estimation Overview for Probabilistic Generative Models and Gaussian Process Fundamentals Used in Digital Transformation, Artificial Intelligence, and Machine Learning Tasks

2022.08.29

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

On the Road – Kobe Walk

Kobe Stroll from Ryotaro Shiba's Kaido Yuku (Old Foreign Settlement, Yamanote, Kobe Oriental Hotel, Hong Kong Shanghai Bank, Ikuta River, Katsu Kaishu, Cape Wada, Battery, Water of Rokko, Nunobiki Waterfall, Shin-Kobe Station, Sannomiya, Port Island, Kobe Portopia Hotel, Nagata Ward, Giant Robot, Million Dollar Night View)

2022.08.28

旅歴史紀行読書

The Lotus Sutra with a model change to the teachings of the Prajnaparamita Sutra

Lotus Sutra as a model change between Sakyamuni's Buddhism and the Prajnaparamita Sutra, Kajo's theory, Tominaga Nakaki, the One Buddha Vehicle, Kuonjitsujo, Nyorai Jujitsu, the Seven Metaphors of the Lotus Sutra, the Metaphor of the Fire House of Three Persons, the First Turning of the Lotus Wheel, the Three Vehicle Thought, the Voice, Arhat, Bodhisattva and Dokagaku Vehicles

2022.08.27

仏教:Buddhism哲学:philosophy