Differentially Private Ordinary Least Squares
Authors: Or Sheffet | Published: 2015-07-09 | Updated: 2017-08-21
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Malware Task Identification: A Data Driven Approach
Authors: Eric Nunes, Casey Buto, Paulo Shakarian, Christian Lebiere, Stefano Bennati, Robert Thomson, Holger Jaenisch | Published: 2015-07-07
MCMC for Variationally Sparse Gaussian Processes
Authors: James Hensman, Alexander G. de G. Matthews, Maurizio Filippone, Zoubin Ghahramani | Published: 2015-06-12
Adaptive Normalized Risk-Averting Training For Deep Neural Networks
Authors: Zhiguang Wang, Tim Oates, James Lo | Published: 2015-06-08 | Updated: 2016-06-09
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Authors: Yarin Gal, Zoubin Ghahramani | Published: 2015-06-06 | Updated: 2016-10-04
A Deeper Look at Dataset Bias
Authors: Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars | Published: 2015-05-06
Spectral Norm of Random Kernel Matrices with Applications to Privacy
Authors: Shiva Prasad Kasiviswanathan, Mark Rudelson | Published: 2015-04-22
Detection of Information leakage in cloud
Authors: Mansaf Alam, Shuchi Sethi | Published: 2015-04-14 | Updated: 2015-11-06
Consensus based Detection in the Presence of Data Falsification Attacks
Authors: Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney | Published: 2015-04-14
Machine Learning Methods for Attack Detection in the Smart Grid
Authors: Mete Ozay, Inaki Esnaola, Fatos T. Yarman Vural, Sanjeev R. Kulkarni, H. Vincent Poor | Published: 2015-03-22