privacy preservation

Estimating Latent People Flow without Tracking Individuals IJCAI 2018 Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms ICML 2018 Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models PGM 2018 Robust Norm Emergence by Revealing and Reasoning about Context: Socially Intelligent Agents for Enhancing Privacy IJCAI 2018 SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud ACML 2018 Towards Robust and Privacy-preserving Text Representations ACL 2018 Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings MLHC 2018 Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NeurIPS 2017 Minimax Filter: Learning to Preserve Privacy from Inference Attacks JMLR 2017 Prio: Private, Robust, and Scalable Computation of Aggregate Statistics NSDI 2017 ViewMap: Sharing Private In-Vehicle Dashcam Videos NSDI 2017 Fast Distributed Submodular Cover: Public-Private Data Summarization NeurIPS 2016 A Market Framework for Eliciting Private Data NeurIPS 2015 Differentially private subspace clustering NeurIPS 2015 Preserving Privacy of Continuous High-dimensional Data with Minimax Filters AISTATS 2015 Adaptive Anonymity via b-Matching NeurIPS 2013 Compressed Regression NeurIPS 2007 Privacy-Preserving Belief Propagation and Sampling NeurIPS 2007