文件名称:Shuang_EP_Distributed
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在客户端和服务器通过套接字连接设计分布式逻辑回归模型。该服务器可以处理用户的使用预定义的用户名和密码验证。该框架提供了用于保护敏感信息的高层次的保证，由于信息服务器之间交换和客户端是系数的后验分布。-We design a distributed logistic regression model using expectation propagation, where clients and server are connected through sockets. The server can handle the users authentication with predefined user name and password. The proposed fr a mework provides a high level guarantee for protecting sensitive information, since the information exchanged between the server and the client is the posterior distribution of coefficients.
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下载文件列表
Shuang_EP_Distributed
.....................\bpm_ep
.....................\......\bpm_ep.m
.....................\......\classify_ep.m
.....................\......\train_linear.m
.....................\......\train_linear_nsite.m
.....................\client
.....................\......\connectToServer.m
.....................\......\loadParameters.m
.....................\......\newJobListener.m
.....................\......\newMSGListener.m
.....................\data
.....................\....\CA19_125_Data.txt
.....................\....\convertData.m
.....................\....\data1.mat
.....................\....\data2.mat
.....................\....\data3.mat
.....................\....\data4.mat
.....................\....\DemospliteData.m
.....................\....\edin.txt
.....................\DemoClient.m
.....................\DemoClient1.m
.....................\DemoClient2.m
.....................\DemoClient3.m
.....................\DemoClient4.m
.....................\DemoClientCloseServer.m
.....................\DemoServer.m
.....................\EXPLORER_client.m
.....................\matlab_com
.....................\..........\msocket
.....................\..........\.......\msaccept.m
.....................\..........\.......\msclose.m
.....................\..........\.......\msconnect.m
.....................\..........\.......\mslisten.m
.....................\..........\.......\msrecv.m
.....................\..........\.......\msrecvraw.m
.....................\..........\.......\mssend.m
.....................\..........\.......\mssendraw.m
.....................\..........\.......\src
.....................\..........\.......\...\compileit.m
.....................\..........\.......\...\compileit_windows.m
.....................\..........\.......\...\Makefile
.....................\..........\.......\...\matvar.cpp
.....................\..........\.......\...\matvar.h
.....................\..........\.......\...\msaccept.c
.....................\..........\.......\...\msclose.c
.....................\..........\.......\...\msconnect.c
.....................\..........\.......\...\mslisten.c
.....................\..........\.......\...\msrecv.cpp
.....................\..........\.......\...\msrecvraw.c
.....................\..........\.......\...\mssend.cpp
.....................\..........\.......\...\mssendraw.c
.....................\server
.....................\......\closeRemoteSocket.m
.....................\......\closeServer.m
.....................\......\newClientListener.m
.....................\......\newDataListener.m
.....................\utils
.....................\.....\logdet.m
.....................\.....\logsumexp.m
.....................\.....\mvnormpdfln.m
.....................\.....\normcdfln.m
license.txt