Application Areas

Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018 PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples ICLR 2018 Pocket: Elastic Ephemeral Storage for Serverless Analytics OSDI 2018 PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018 Polarimetric Dense Monocular SLAM CVPR 2018 Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018 Policy Optimization with Demonstrations ICML 2018 Pose Transferrable Person Re-Identification CVPR 2018 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NeurIPS 2018 Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding Interspeech 2018 PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication NSDI 2018 Practical Application of Domain Dependent Confidence Measurement for Spoken Language Understanding Systems NAACL 2018 prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018 Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data ICLR 2018 Predicting Psychological Health from Childhood Essays. The UGent-IDLab CLPsych 2018 Shared Task System. NAACL 2018 Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP) NAACL 2018 Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018 Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer NeurIPS 2018 PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems OSDI 2018 Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018 Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018 Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences NeurIPS 2018 Privacy-preserving Neural Representations of Text EMNLP 2018 Privacy-preserving Prediction COLT 2018 Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models PGM 2018