逻辑回归matlab代码-Local-VRSGD:论文“SAGA/Prox-SVRG和加速的局部收敛性”的源代码

上传者: 38583286 | 上传时间: 2021-09-06 17:18:25 | 文件大小: 23.87MB | 文件类型: ZIP
逻辑回归matlab代码SAGA / ProxSVRG的局部收敛行为 Matlab代码重现论文结果 ,,,2018 Prox-SGD没有歧管标识 当非退化条件失败时 解决方案及其双重 支持识别三个不同的初始点 稀疏逻辑回归 玩具实例 支持SAGA / Prox-SVRG的识别 SAGA / Prox-SVRG的局部线性收敛 套索 支持SAGA / Prox-SVRG的识别 SAGA / Prox-SVRG的局部线性收敛 版权所有(c)2018 Clarice Poon和Liang Jingwei

文件下载

资源详情

[{"title":"( 66 个子文件 23.87MB ) 逻辑回归matlab代码-Local-VRSGD:论文“SAGA/Prox-SVRG和加速的局部收敛性”的源代码","children":[{"title":"Local-VRSGD-master","children":[{"title":"codes","children":[{"title":"Sparse-LogReg","children":[{"title":"func_logistic.m <span style='color:#111;'> 193B </span>","children":null,"spread":false},{"title":"toy_sagasvrg_slr_objf.png <span style='color:#111;'> 26.30KB </span>","children":null,"spread":false},{"title":"sagasvrg_slr_gisette_sk.pdf <span style='color:#111;'> 59.99KB </span>","children":null,"spread":false},{"title":"toy_sagasvrg_slr_gamma.png <span style='color:#111;'> 18.56KB </span>","children":null,"spread":false},{"title":"sagasvrg_slr_australian_sk.pdf <span style='color:#111;'> 19.89KB </span>","children":null,"spread":false},{"title":"itsprint.m <span style='color:#111;'> 154B </span>","children":null,"spread":false},{"title":"toy_sagasvrg_slr_sk.png <span style='color:#111;'> 17.09KB </span>","children":null,"spread":false},{"title":"toy_sagasvrg_slr_sk.pdf <span style='color:#111;'> 53.66KB </span>","children":null,"spread":false},{"title":"sagasvrg_slr_australian_gamma.pdf <span style='color:#111;'> 26.90KB </span>","children":null,"spread":false},{"title":"grad_logistic.m <span style='color:#111;'> 214B </span>","children":null,"spread":false},{"title":"func_FB.m <span style='color:#111;'> 1014B </span>","children":null,"spread":false},{"title":"test_SLR.asv <span style='color:#111;'> 7.13KB </span>","children":null,"spread":false},{"title":"sagasvrg_slr_gisette_gamma.pdf <span style='color:#111;'> 71.42KB </span>","children":null,"spread":false},{"title":".DS_Store <span style='color:#111;'> 6.00KB </span>","children":null,"spread":false},{"title":"func_logistic.asv <span style='color:#111;'> 189B </span>","children":null,"spread":false},{"title":"toy_sagasvrg_slr_objf.pdf <span style='color:#111;'> 98.08KB </span>","children":null,"spread":false},{"title":"test_SLR_toy.m <span style='color:#111;'> 6.11KB </span>","children":null,"spread":false},{"title":"sagasvrg_slr_australian_objf.pdf <span style='color:#111;'> 42.51KB </span>","children":null,"spread":false},{"title":"func_SVRG.m <span style='color:#111;'> 1.50KB </span>","children":null,"spread":false},{"title":"toy_sagasvrg_slr_gamma.pdf <span style='color:#111;'> 72.30KB </span>","children":null,"spread":false},{"title":"sagasvrg_slr_gisette_objf.pdf <span style='color:#111;'> 111.70KB </span>","children":null,"spread":false},{"title":"hess_logistic.m <span style='color:#111;'> 214B </span>","children":null,"spread":false},{"title":"func_acc_SAGA.asv <span style='color:#111;'> 2.03KB </span>","children":null,"spread":false},{"title":"func_acc_SVRG.m <span style='color:#111;'> 2.25KB </span>","children":null,"spread":false},{"title":"func_FB_dk.m <span style='color:#111;'> 1023B </span>","children":null,"spread":false},{"title":"func_acc_SAGA.m <span style='color:#111;'> 2.07KB </span>","children":null,"spread":false},{"title":"test_SLR.m <span style='color:#111;'> 5.77KB </span>","children":null,"spread":false},{"title":"func_SAGA.m <span style='color:#111;'> 1.41KB </span>","children":null,"spread":false},{"title":"igrad_logistic.m <span style='color:#111;'> 117B </span>","children":null,"spread":false}],"spread":false},{"title":"data","children":[{"title":"gisette_label.mat <span style='color:#111;'> 1.43KB </span>","children":null,"spread":false},{"title":"mushrooms_sample.mat <span style='color:#111;'> 244.71KB </span>","children":null,"spread":false},{"title":"australian_label.mat <span style='color:#111;'> 359B </span>","children":null,"spread":false},{"title":"mushrooms_label.mat <span style='color:#111;'> 1.20KB </span>","children":null,"spread":false},{"title":"gisette_sample.mat <span style='color:#111;'> 63.33MB </span>","children":null,"spread":false},{"title":"australian_sample.mat <span style='color:#111;'> 20.20KB </span>","children":null,"spread":false}],"spread":true},{"title":".DS_Store <span style='color:#111;'> 14.00KB </span>","children":null,"spread":false},{"title":"Prox-SGD-no-identification","children":[{"title":"itsprint.m <span style='color:#111;'> 154B </span>","children":null,"spread":false},{"title":"func_FB.m <span style='color:#111;'> 634B </span>","children":null,"spread":false},{"title":"func_ProxSGD.m <span style='color:#111;'> 861B </span>","children":null,"spread":false},{"title":"ProxSGD_no_idenrification.m <span style='color:#111;'> 2.88KB </span>","children":null,"spread":false},{"title":"Supp-ProxSGD-LASSO.png <span style='color:#111;'> 21.70KB </span>","children":null,"spread":false}],"spread":true},{"title":"LASSO","children":[{"title":"sagasvrg_lasso_gisette_sk.pdf <span style='color:#111;'> 20.98KB </span>","children":null,"spread":false},{"title":"sagasvrg_lasso_mushrooms_gamma.pdf <span style='color:#111;'> 28.18KB </span>","children":null,"spread":false},{"title":"test_LASSO.m <span style='color:#111;'> 5.86KB </span>","children":null,"spread":false},{"title":"itsprint.m <span style='color:#111;'> 154B </span>","children":null,"spread":false},{"title":"sagasvrg_lasso_gisette_objf.png <span style='color:#111;'> 31.66KB </span>","children":null,"spread":false},{"title":"sagasvrg_lasso_mushrooms_objf.pdf <span style='color:#111;'> 54.84KB </span>","children":null,"spread":false},{"title":"sagasvrg_lasso_gisette_gamma.pdf <span style='color:#111;'> 28.02KB </span>","children":null,"spread":false},{"title":".DS_Store <span style='color:#111;'> 6.00KB </span>","children":null,"spread":false},{"title":"sagasvrg_lasso_gisette_sk.png <span style='color:#111;'> 16.77KB </span>","children":null,"spread":false},{"title":"func_SVRG.m <span style='color:#111;'> 1.45KB </span>","children":null,"spread":false},{"title":"sagasvrg_lasso_mushrooms_sk.pdf <span style='color:#111;'> 20.75KB </span>","children":null,"spread":false},{"title":"sagasvrg_lasso_gisette_objf.pdf <span style='color:#111;'> 35.25KB </span>","children":null,"spread":false},{"title":"func_acc_SAGA.asv <span style='color:#111;'> 1.75KB </span>","children":null,"spread":false},{"title":"func_acc_SVRG.m <span style='color:#111;'> 2.07KB </span>","children":null,"spread":false},{"title":"func_acc_SAGA.m <span style='color:#111;'> 2.02KB </span>","children":null,"spread":false},{"title":"func_SAGA.m <span style='color:#111;'> 1.41KB </span>","children":null,"spread":false}],"spread":false},{"title":"ND-fails","children":[{"title":"ND-supp(xk)-LASSO.png <span style='color:#111;'> 16.44KB </span>","children":null,"spread":false},{"title":"ND-xsol-gsol-LASSO.png <span style='color:#111;'> 14.93KB </span>","children":null,"spread":false},{"title":"itsprint.m <span style='color:#111;'> 154B </span>","children":null,"spread":false},{"title":"func_FB.m <span style='color:#111;'> 554B </span>","children":null,"spread":false},{"title":"ND_LASSO_UnitaryMtx.m <span style='color:#111;'> 3.55KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"LICENSE <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":".DS_Store <span style='color:#111;'> 8.00KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1.39KB </span>","children":null,"spread":false},{"title":".gitattributes <span style='color:#111;'> 66B </span>","children":null,"spread":false}],"spread":true}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明