conftrace_

differential privacy

1,207 papers

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Also known as

DP

Co-occurring keywords · papers mentioning both

federated learning (146) stochastic gradient descent (72) sample complexity (68) regret bound (53) privacy-preserving learning (49) privacy preservation (47) privacy-preserving machine learning (43) privacy-utility trade-off (42) synthetic data (37) large language model (36)

Papers

DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction) AAAI 2024 DP-NMT: Scalable Differentially Private Machine Translation EACL 2024 DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer ICLR 2024 DP-SGD Without Clipping: The Lipschitz Neural Network Way ICLR 2024 Efficient and Private Marginal Reconstruction with Local Non-Negativity NeurIPS 2024 Efficiently Computing Similarities to Private Datasets ICLR 2024 Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains EMNLP 2024 Fairness and Privacy Guarantees in Federated Contextual Bandits ACML 2024 Faster Algorithms for User-Level Private Stochastic Convex Optimization NeurIPS 2024 Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning NeurIPS 2024 Faster Rates of Differentially Private Stochastic Convex Optimization JMLR 2024 Federated Experiment Design under Distributed Differential Privacy AISTATS 2024 Federated Graph Learning for Cross-Domain Recommendation NeurIPS 2024 Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups NeurIPS 2024 Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data NeurIPS 2024 FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity ICLR 2024 FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data ICML 2024 Finding ε and δ of Traditional Disclosure Control Systems AAAI 2024 Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation EMNLP 2024 Fixed-Budget Differentially Private Best Arm Identification ICLR 2024 Frequency Oracle for Sensitive Data Monitoring (Student Abstract) AAAI 2024 Generate Synthetic Text Approximating the Private Distribution with Differential Privacy IJCAI 2024 Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy ACL 2024 Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation EMNLP 2024 Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training AISTATS 2024