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On the Origin of Deep Learning.pdf
This paper is a review of the evolutionary history of deep learning models. It covers from the genesis of neural networks when associationism modeling
深度学习 15 0 PDF 2021-04-25 05:04:36
An Overview of Multi Task Learning in Deep Neural Networks.pdf
Multi-task learning (MTL) has led to successes in many applications of machine learning, from natural language processing and speech recognition to co
深度学习 14 0 PDF 2021-04-21 17:04:36
NMF_tutorial_ICME2014.pdf
NMF(Non-negative matrix factorization),即对于任意给定的一个非负矩阵V,其能够寻找到一个非负矩阵W和一个非负矩阵H,满足条件V=W*H,从而将一个非负的矩阵分解为左右两个非负矩阵的乘积。**其中,V矩阵中每一列代表一个观测(observation),每一行代表一
机器学习 5 0 PDF 2021-04-21 07:04:40
Probability in Radiology.pdf
In this article, a summary of the basic rules of probability using examples of their application in radiology is presented. Those rules describe how p
机器学习 11 0 PDF 2020-07-21 05:07:12
Proportions Odds and Risk.pdf
Perhaps the most common and familiar way that the results of medical research and epidemiologic investigations are summarized is in a table of counts.
机器学习 12 0 PDF 2020-07-19 17:07:48
Receiver Operating Characteristic.pdf
The AUC can be shown to equal the Mann- Whitney U statistic, or equivalently the Wilcoxon rank statistic, for testing whether the test measure differs
机器学习 10 0 PDF 2020-07-16 11:07:45
An Introduction to Biostatistics.pdf
Thisintroductiontobiostatisticsandmeasurementisthefirstinaseriesofarticles designedtoprovideRadiologyreaderswithabasicunderstandingofstatistical con
机器学习 11 0 PDF 2020-05-18 13:05:51
Introduction to Statistics for Biomedical Engineers.pdf
Astudentwhohascompletedthistextshouldhavesufficientvocabularytoreadmoreadvancedtextsonstatisticsandfurthertheirknowledgeaboutadditionalnumericalanalys
机器学习 18 0 PDF 2020-04-01 18:04:21
Deep Learning Approaches to Text Production
Usestheopensourcetf-seq2seqframeworktotrainachar2charmodelontheE2ENLGChallengedata.Nodelexicalization,lowercasingoreventokenizationInputsemantics=sequ
深度学习 27 0 PDF 2019-07-25 07:07:29
Vision as Bayesian inference
Wearguethatthestudyofhumanvisionshouldbeaimedatdetermininghowhumansperformnaturaltaskswithnaturalimages.Attemptstounderstandthephenomenologyofvisionfr
机器学习 42 0 PDF 2019-07-23 23:07:09