Application Areas

Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021 Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies ACL 2021 Privacy Budget Scheduling OSDI 2021 Privacy-Preserving Collaborative Learning With Automatic Transformation Search CVPR 2021 Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification Interspeech 2021 Privacy-Preserving Feature Selection with Secure Multiparty Computation ICML 2021 Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings CVPR 2021 Privacy Preserving Localization and Mapping From Uncalibrated Cameras CVPR 2021 Privacy-Preserving Video Classification with Convolutional Neural Networks ICML 2021 Privacy-Preserving Voice Anti-Spoofing Using Secure Multi-Party Computation Interspeech 2021 Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels NAACL 2021 Private Adaptive Gradient Methods for Convex Optimization ICML 2021 Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates ICML 2021 Private and Non-private Uniformity Testing for Ranking Data NeurIPS 2021 Private Image Reconstruction from System Side Channels Using Generative Models ICLR 2021 Private learning implies quantum stability NeurIPS 2021 Privately Learning Mixtures of Axis-Aligned Gaussians NeurIPS 2021 Privately Learning Subspaces NeurIPS 2021 Privately Publishable Per-instance Privacy NeurIPS 2021 Private Non-smooth ERM and SCO in Subquadratic Steps NeurIPS 2021 Private optimization without constraint violations AISTATS 2021 Private Post-GAN Boosting ICLR 2021 Private Release of Text Embedding Vectors NAACL 2021 Private Stochastic Convex Optimization: Optimal Rates in L1 Geometry ICML 2021 Private Stochastic Non-convex Optimization with Improved Utility Rates IJCAI 2021