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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Federated Frequency Estimation: Adapting to the Hardness of the Instance

Jingfeng Wu, Wennan Zhu, Peter Kairouz, Vladimir Braverman p28892-28909 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Geometric Median

Mahdi Haghifam, Thomas Steinke, Jonathan Ullman p46254-46293 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Graph All-Pairwise-Shortest-Path Distance Release with Improved Error Rate

Chenglin Fan, Ping Li, Xiaoyun Li p17844-17856 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Isotonic Regression

Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi p8577-8590 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Multiparty Perception for Navigation

Hui Lu, Mia Chiquier, Carl Vondrick p3318-3328 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Online Learning via Lazy Algorithms

Hilal Asi, Tomer Koren, Daogao Liu, Kunal Talwar p112158-112183 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Set Generation with Discriminative Information

Dingfan Chen, Raouf Kerkouche, Mario Fritz p14678-14690 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions

Hilal Asi, Daogao Liu, Kevin Tian p59174-59215 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Private Synthetic Data for Multitask Learning and Marginal Queries

Giuseppe Vietri, Cedric Archambeau, Sergul Aydore, William Brown, Michael Kearns, Aaron Roth, Ankit Siva, Shuai Tang, Steven Wu p18282-18295 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques

Derui Zhu, Dingfan Chen, Xiongfei Wu, Jiahui Geng, Zhuo Li, Jens Grossklags, Lei Ma p9668-9689 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

PrivCirNet: Efficient Private Inference via Block Circulant Transformation

Tianshi Xu, Lemeng Wu, Runsheng Wang, Meng Li p111802-111831 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness

Mengxi Chen, Fei Zhang, Zihua Zhao, Jiangchao Yao, Ya Zhang, Yanfeng Wang p36218-36242 from Advances in Neural Information Processing Systems 37

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