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2020 – today
- 2024
[j5]Daria Reshetova
, Wei-Ning Chen, Ayfer Özgür:
Training Generative Models From Privatized Data via Entropic Optimal Transport. IEEE J. Sel. Areas Inf. Theory 5: 221-235 (2024)- [c24]Wei-Ning Chen, Graham Cormode, Akash Bharadwaj, Peter Romov, Ayfer Özgür:
Federated Experiment Design under Distributed Differential Privacy. AISTATS 2024: 2458-2466 - [c23]Henrik Hellström, Jiwon Jeong, Wei-Ning Chen, Ayfer Özgür, Viktoria Fodor, Carlo Fischione:
Over-the-Air Histogram Estimation. ICC 2024: 4717-4722 - [c22]Wei-Ning Chen, Berivan Isik, Peter Kairouz, Albert No, Sewoong Oh, Zheng Xu:
Improved Communication-Privacy Trade-offs in L2 Mean Estimation under Streaming Differential Privacy. ICML 2024 - [c21]Wei-Ning Chen, Ayfer Özgür:
Lq Lower Bounds on Distributed Estimation via Fisher Information. ISIT 2024: 91-96 - [c20]Daria Reshetova, Wei-Ning Chen, Ayfer Özgür:
Training Generative Models from Privatized Data via Entropic Optimal Transport. ISIT 2024: 605-610 - [i20]Wei-Ning Chen, Ayfer Özgür:
Lq Lower Bounds on Distributed Estimation via Fisher Information. CoRR abs/2402.01895 (2024) - [i19]Wei-Ning Chen, Berivan Isik, Peter Kairouz, Albert No, Sewoong Oh, Zheng Xu:
Improved Communication-Privacy Trade-offs in L2 Mean Estimation under Streaming Differential Privacy. CoRR abs/2405.02341 (2024) - [i18]Yanxiao Liu, Wei-Ning Chen, Ayfer Özgür, Cheuk Ting Li:
Universal Exact Compression of Differentially Private Mechanisms. CoRR abs/2405.20782 (2024) - [i17]Wei-Ning Chen, Peter Kairouz, Sewoong Oh, Zheng Xu:
Randomization Techniques to Mitigate the Risk of Copyright Infringement. CoRR abs/2408.13278 (2024) - 2023
- [j4]Wei-Ning Chen, Peter Kairouz, Ayfer Özgür:
Breaking the Communication-Privacy-Accuracy Trilemma. IEEE Trans. Inf. Theory 69(2): 1261-1281 (2023) - [j3]Surin Ahn, Wei-Ning Chen, Ayfer Özgür:
Adaptive Group Testing on Networks With Community Structure: The Stochastic Block Model. IEEE Trans. Inf. Theory 69(7): 4758-4776 (2023) - [c19]Wei-Ning Chen, Ayfer Özgür, Graham Cormode, Akash Bharadwaj:
The communication cost of security and privacy in federated frequency estimation. AISTATS 2023: 4247-4274 - [c18]Surin Ahn, Wei-Ning Chen, Ayfer Özgür:
Noisy Adaptive Group Testing for Community-Oriented Models. ISIT 2023: 1621-1626 - [c17]Wei-Ning Chen, Dan Song, Ayfer Özgür, Peter Kairouz:
Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation. NeurIPS 2023 - [c16]Eli Chien, Wei-Ning Chen, Chao Pan, Pan Li, Ayfer Özgür, Olgica Milenkovic:
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection. NeurIPS 2023 - [c15]Berivan Isik, Wei-Ning Chen, Ayfer Özgür, Tsachy Weissman, Albert No:
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation. NeurIPS 2023 - [i16]Wei-Ning Chen, Dan Song, Ayfer Özgür, Peter Kairouz:
Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation. CoRR abs/2304.01541 (2023) - [i15]Berivan Isik, Wei-Ning Chen, Ayfer Özgür, Tsachy Weissman, Albert No:
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation. CoRR abs/2306.04924 (2023) - [i14]Daria Reshetova, Wei-Ning Chen, Ayfer Özgür:
Training generative models from privatized data. CoRR abs/2306.09547 (2023) - [i13]Eli Chien, Wei-Ning Chen, Chao Pan, Pan Li, Ayfer Özgür, Olgica Milenkovic:
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection. CoRR abs/2307.06422 (2023) - [i12]Wei-Ning Chen, Graham Cormode, Akash Bharadwaj, Peter Romov, Ayfer Özgür:
Federated Experiment Design under Distributed Differential Privacy. CoRR abs/2311.04375 (2023) - 2022
- [c14]Abhin Shah, Wei-Ning Chen, Johannes Ballé, Peter Kairouz, Lucas Theis:
Optimal Compression of Locally Differentially Private Mechanisms. AISTATS 2022: 7680-7723 - [c13]Wei-Ning Chen, Christopher A. Choquette-Choo, Peter Kairouz, Ananda Theertha Suresh:
The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning. ICML 2022: 3056-3089 - [c12]Wei-Ning Chen, Ayfer Özgür, Peter Kairouz:
The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation. ICML 2022: 3490-3506 - [c11]Surin Ahn, Wei-Ning Chen, Ayfer Özgür:
Estimating Sparse Distributions Under Joint Communication and Privacy Constraints. ISIT 2022: 3144-3149 - [i11]Wei-Ning Chen, Christopher A. Choquette-Choo, Peter Kairouz, Ananda Theertha Suresh:
The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning. CoRR abs/2203.03761 (2022) - [i10]Wei-Ning Chen, Ayfer Özgür, Peter Kairouz:
The Poisson binomial mechanism for secure and private federated learning. CoRR abs/2207.09916 (2022) - [i9]Wei-Ning Chen, Ayfer Özgür, Graham Cormode, Akash Bharadwaj:
The communication cost of security and privacy in federated frequency estimation. CoRR abs/2211.10041 (2022) - 2021
- [c10]Wei-Ning Chen, Peter Kairouz, Ayfer Özgür:
Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints. COLT 2021: 1028-1059 - [c9]Shahab Asoodeh, Wei-Ning Chen, Flávio P. Calmon, Ayfer Özgür:
Differentially Private Federated Learning: An Information-Theoretic Perspective. ISIT 2021: 344-349 - [c8]Surin Ahn, Wei-Ning Chen, Ayfer Özgür:
Adaptive Group Testing on Networks with Community Structure. ISIT 2021: 1242-1247 - [c7]Wei-Ning Chen, Peter Kairouz, Ayfer Özgür:
Pointwise Bounds for Distribution Estimation under Communication Constraints. NeurIPS 2021: 24593-24603 - [i8]Surin Ahn, Wei-Ning Chen, Ayfer Özgür:
Adaptive Group Testing on Networks with Community Structure. CoRR abs/2101.02405 (2021) - [i7]Wei-Ning Chen, Peter Kairouz, Ayfer Özgür:
Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints. CoRR abs/2106.08597 (2021) - [i6]Wei-Ning Chen, Peter Kairouz, Ayfer Özgür:
Pointwise Bounds for Distribution Estimation under Communication Constraints. CoRR abs/2110.03189 (2021) - [i5]Abhin Shah, Wei-Ning Chen, Johannes Ballé, Peter Kairouz, Lucas Theis:
Optimal Compression of Locally Differentially Private Mechanisms. CoRR abs/2111.00092 (2021) - 2020
- [j2]Leighton Pate Barnes, Wei-Ning Chen, Ayfer Özgür:
Fisher Information Under Local Differential Privacy. IEEE J. Sel. Areas Inf. Theory 1(3): 645-659 (2020) - [c6]Wei-Ning Chen, Peter Kairouz, Ayfer Özgür:
Breaking the Communication-Privacy-Accuracy Trilemma. NeurIPS 2020 - [i4]Leighton Pate Barnes, Wei-Ning Chen, Ayfer Özgür:
Fisher information under local differential privacy. CoRR abs/2005.10783 (2020) - [i3]Wei-Ning Chen, Peter Kairouz, Ayfer Özgür:
Breaking the Communication-Privacy-Accuracy Trilemma. CoRR abs/2007.11707 (2020)
2010 – 2019
- 2019
- [j1]Wei-Ning Chen, I-Hsiang Wang:
Anonymous Heterogeneous Distributed Detection: Optimal Decision Rules, Error Exponents, and the Price of Anonymity. IEEE Trans. Inf. Theory 65(11): 7390-7406 (2019) - [c5]Wei-Ning Chen, I-Hsiang Wang:
On the Price of Source Anonymity in Heterogeneous Parametric Point Estimation. ISIT 2019: 2339-2343 - 2018
- [c4]Ying-Shen Chen, Wei-Ning Chen, Che-Yu Wu, Hsu-Chun Hsiao, Shih-Kun Huang:
Dynamic Path Pruning in Symbolic Execution. DSC 2018: 1-8 - [c3]Wei-Ning Chen, Ho-Chun Chen, I-Hsiang Wang:
On the Fundamental Limits of Heterogeneous Distributed Detection: Price of Anonymity. ISIT 2018: 1056-1060 - [i2]Wei-Ning Chen, I-Hsiang Wang:
Anonymous Heterogeneous Distributed Detection: Optimal Decision Rules, Error Exponents, and the Price of Anonymity. CoRR abs/1805.03554 (2018) - 2017
- [c2]Wei-Ning Chen, I-Hsiang Wang:
Partial data extraction via noisy histogram queries: Information theoretic bounds. ISIT 2017: 2488-2492 - 2015
- [i1]Chun-Wei Li, Kuo-Ming Chen, Po-Chun Fu, Wei-Ning Chen, Che Lin:
Energy-Efficient Deterministic Adaptive Beamforming Algorithms for Distributed Sensor/Relay Networks. CoRR abs/1509.02663 (2015) - 2010
- [p1]Shi-Cho Cha, Pei-Wen Juo, Li-Ting Liu, Wei-Ning Chen:
Duplicate Work Reduction in Business Continuity and Risk Management Processes. Security Informatics 2010: 155-170
2000 – 2009
- 2008
- [c1]Shi-Cho Cha, Pei-Wen Juo, Li-Ting Liu, Wei-Ning Chen:
RiskPatrol: A risk management system considering the integration risk management with business continuity processes. ISI 2008: 110-115
Coauthor Index
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