Application Areas

Practical Locally Private Heavy Hitters JMLR 2020 Practical Low-Rank Communication Compression in Decentralized Deep Learning NeurIPS 2020 Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations ICLR 2020 Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020 Predicting Degrees of Technicality in Automatic Terminology Extraction ACL 2020 Predicting Detection Filters for Small Footprint Open-Vocabulary Keyword Spotting Interspeech 2020 Predicting Landslides Using Locally Aligned Convolutional Neural Networks IJCAI 2020 Predicting Opioid Overdose Crude Rates with Text-Based Twitter Features (Student Abstract) AAAI 2020 Predicting Strategic Behavior from Free Text (Extended Abstract) IJCAI 2020 Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks ICLR 2020 Prediction regions through Inverse Regression JMLR 2020 Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions OSDI 2020 Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview ACL 2020 Predictive Multiplicity in Classification ICML 2020 Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020 Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation ACL 2020 Price of Fairness in Budget Division and Probabilistic Social Choice AAAI 2020 Principled learning method for Wasserstein distributionally robust optimization with local perturbations ICML 2020 Privacy Amplification via Random Check-Ins NeurIPS 2020 Privacy Enhanced Multimodal Neural Representations for Emotion Recognition AAAI 2020 Privacy Guarantees for De-Identifying Text Transformations Interspeech 2020 Privacy-Preserving Gaussian Process Regression – A Modular Approach to the Application of Homomorphic Encryption AAAI 2020 Privacy-Preserving Gradient Boosting Decision Trees AAAI 2020 Privacy-Preserving News Recommendation Model Learning EMNLP 2020 Private Counting from Anonymous Messages: Near-Optimal Accuracy with Vanishing Communication Overhead ICML 2020