Some basic theory for statistical inference E.J.G. Pitman (Monographs on applied probability and statistics) Chapman and Hall , Distributed in the U.S.A. by Halsted Press, 1979 : uk : usdoi:10.1080/00401706.1980.10486223JohnA.Hartigan
Augmenter is the basic element of augmentation while Flow is a pipeline to orchestra multi augmenter together. Features: Generate synthetic data for improving model performance without manual effort Simple, easy-to-use and lightweight library. Augment data in 3 lines of code Plug and play to ...
Information Theory, Inference and Learning Algorithms - David J C MacKay Machine Learning - Tom M. Mitchell Pattern Recognition and Machine Learning - Christopher Bishop The Elements of Statistical Learning - Trevor Hastie Machine Learning for OpenCV - Michael Beyeler (Source code here) 机器学习 - ...
These alternatives permit more flexible specification of the data-generating process (dgp) than do familiar count data models (e.g., the Poisson), and provide a natural means for modeling data that are over- or underdispersed by the standards of the basic models. In the cases considered, ...
Baricz,Árpád,Y Sun - 《IEEE Transactions on Information Theory》 被引量: 60发表: 2009年 Upper probabilities based only on the likelihood function In the problem of parametric statistical inference with a finite parameter space, we propose some simple rules for defining posterior upper and lower...
aIntroduces the basic principle of Bayes statistical inference 介绍贝斯统计推论的基本原则[translate] aInfluence of branched or un-branched alkyl substitutes of POSS on morphology, thermal and mechanical properties of polyethylene POSS分支的或没有枝的烷基替补的影响对聚乙烯形态学,热量和机械性能[translate]...
a knowledge-graph is treated as input for a GNN where each node of the graph network corresponds to one specific domain-concept in the knowledge graph. This idea is a consequence of how a GNN operates: it can form more complex domain-concepts by propagating information of the basic domain-...
Gaussian quadrature formulae of the third kind for Cauchy principal value integrals: Basic properties and error estimates We show that this quadrature formula does not have the disadvantages of the other two well-known quadrature formulae based on the same set of nodes. In par... D Kai - Els...
Probability Theory and Applications - IIT Kanpur Real Analysis - IIT Madras Regression Analysis - IIT Kharagpur Statistical Inference - IIT Kharagpur Stochastic Processes - IIT Bombay Statistical Methods for Scientists and Engineers - IIT Kharagpur Mathematics 128A - Numerical Analysis, Spring 2014 - UC...
Game Theory: A Nontechnical Introduction (book | notes)Game theory is the science of decision making. It can be used to mathematically formalize how strategies should be chosen, how voting power can be measured, or how players might cooperate. I was looking for a short introduction to the ...