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 文件名 类型  大小   日期   描述   作者
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(Near) Dimension Independent Risk Bounds for Differentially Private Learning.pdf 231KB 06/08/2014 06:31:22 PM none none
(Near)-supplementary.pdf 96KB 07/04/2014 04:56:46 PM none none
06-Calibrating Noise to Sensitivity in Private Data analysis.pdf 285KB 08/01/2014 10:01:42 PM none none
07-Mechanism design via differential privacy.pdf 136KB 08/03/2014 11:09:48 AM none none
07-Random Features for Large-Scale Kernel Machines.pdf 478KB 08/08/2014 09:28:38 PM none none
08-Uniform Approximation of Functions with Random Bases.pdf 198KB 08/09/2014 08:11:54 PM none none
08-Weighted Sums of Random Kitchen Sinks Replacing minimization with randomization in learning.pdf 279KB 08/08/2014 09:16:28 PM none none
08-What Can We Learn Privately.pdf 737KB 08/05/2014 02:42:58 PM none none
10-A Statistical Framework for Differential Privacy.pdf 305KB 07/31/2014 04:03:40 PM none none
10-Sample Complexity Bounds for Differentially Private learning.pdf 399KB 08/02/2014 09:40:36 AM none none
11-Differentially Private Empirical Risk Minimization.pdf 337KB 06/08/2014 06:31:22 PM none none
11-The Matrix Mechanism Optimizing Linear Counting Queries Under Differential Privacy.pdf 862KB 08/09/2014 05:28:36 PM none none
12-Convergence Rates for Differentially Private Statistical Estimation.pdf 338KB 08/02/2014 02:29:04 PM none none
12-Functional Mechanism Regression Analysis under differential privacy.pdf 363KB 07/31/2014 04:32:08 PM none none
12-Iterative Constructions and Private Data Release.pdf 342KB 08/04/2014 05:43:56 PM none none
12-Low-Rank Mechanism Optimizing Batch Queries under differential privacy.pdf 325KB 08/09/2014 05:29:32 PM none none
12-New Statistical Applications for Differential Privacy-(PHDThesis.pdf 1672KB 08/05/2014 04:55:06 PM none none
12-Private Convex Empirical Risk Minimization and high dimensional regression.pdf 696KB 12/22/2015 02:22:46 PM none none
12—Privacy-Preserving Mechanisms for SVM Learning.pdf 475KB 07/25/2014 10:47:16 AM none none
12—Private Online Learning.pdf 648KB 06/08/2014 06:35:22 PM none none
13-A Learning Theory Approach to Noninteractive Database Privacy.pdf 192KB 07/30/2014 09:53:00 AM none none
13-A Random Matrix Approach to Differential Privacy and Structure Preserved Social Network Graph Publishing.pdf 588KB 08/09/2014 05:30:42 PM none none
13-Differential Privacy for Functions and Functional Data.pdf 308KB 07/30/2014 09:41:26 AM none none
13-Differentially Private Learning with Kernels.pdf 710KB 06/08/2014 06:31:22 PM none none
13-Differentially Private Model Selection via Stability Arguments and the Robustness of the Lasso.pdf 534KB 08/04/2014 08:44:28 PM none none
13-Lecture 20 Introduction to Differential Privacy.pdf 204KB 08/12/2014 04:53:10 PM none none
13-Near-Optimal Algorithms for Differentially-Private Principal components.pdf 706KB 08/02/2014 09:41:02 AM none none
13-Optimal Noise Adding Mechanisms for.pdf 944KB 08/12/2014 04:56:56 PM none none
13-Privacy-Preserving Matrix Factorization.pdf 540KB 08/09/2014 05:29:52 PM none none
13-Signal Processing for diffenential privacy.pdf 1115KB 08/02/2014 02:42:46 PM none none
13-Stochastic gradient descent with differentially private updates.pdf 213KB 08/02/2014 09:39:24 AM none none
13-The Optimal Mechanism in Differential Privacy.pdf 1205KB 07/31/2014 04:32:34 PM none none
13NIPS-Efficient Algorithm for Privately Releasing Smooth queries.pdf 368KB 08/05/2014 04:41:32 PM none none
14-Differentially Private Data Releasing for Smooth Queries with Synthetic Database Output.pdf 310KB 07/13/2014 05:37:44 PM none none
14-Differentially-Private Learning of Low Dimensional Manifolds.pdf 290KB 08/03/2014 11:07:06 AM none none
14-Private Empirical Risk Minimization, Revisited.pdf 629KB 08/02/2014 09:46:54 AM none none
14-Robust and Private Bayesian Inference.pdf 203KB 08/12/2014 04:55:58 PM none none
14-survey on differential privacy.pdf 1115KB 07/31/2014 11:07:44 AM none none
Geng_Quanthesis.pdf 2993KB 07/31/2014 09:30:22 PM none none
Private Learning and Sanitization Pure vs approximatie differential privacy.pdf 302KB 08/05/2014 10:38:30 AM none none
Random Features for Large-Scale Kernel Machines.pdf 489KB 08/02/2014 10:01:22 PM none none
SGD with differentical privacy.pdf 1283KB 07/31/2014 09:30:02 AM none none
tutorial-differential privacy.pdf 160KB 07/30/2014 09:41:50 AM none none
tutorial2-differential privacy.pdf 13431KB 07/30/2014 09:42:36 AM none none
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