Privacy

Improving generalization by controlling label-noise information in neural network weights ICML 2020 Improving On-Device Speaker Verification Using Federated Learning with Privacy Interspeech 2020 Improving Sparse Vector Technique with Renyi Differential Privacy NeurIPS 2020 Inferring Nighttime Satellite Imagery from Human Mobility AAAI 2020 InstaHide: Instance-hiding Schemes for Private Distributed Learning ICML 2020 Instance-optimality in differential privacy via approximate inverse sensitivity mechanisms NeurIPS 2020 Interpretable and Differentially Private Predictions AAAI 2020 Interpretable Complex-Valued Neural Networks for Privacy Protection ICLR 2020 Introducing the VoicePrivacy Initiative Interspeech 2020 Inverting Gradients - How easy is it to break privacy in federated learning? NeurIPS 2020 Kaldi-Web: An Installation-Free, On-Device Speech Recognition System Interspeech 2020 Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise JMLR 2020 Large Scale Author Obfuscation Using Siamese Variational Auto-Encoder: The SiamAO System COLING 2020 Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract) AAAI 2020 Learning discrete distributions: user vs item-level privacy NeurIPS 2020 Learning from Mixtures of Private and Public Populations NeurIPS 2020 Learning Model with Error -- Exposing the Hidden Model of BAYHENN IJCAI 2020 Learning Rate Adaptation for Differentially Private Learning AISTATS 2020 Lite Audio-Visual Speech Enhancement Interspeech 2020 Local Differential Privacy for Sampling AISTATS 2020 (Locally) Differentially Private Combinatorial Semi-Bandits ICML 2020 Locally Differentially Private (Contextual) Bandits Learning NeurIPS 2020 Locally Private Hypothesis Selection COLT 2020 Model Watermarking for Image Processing Networks AAAI 2020 Multimodal Review Generation with Privacy and Fairness Awareness COLING 2020