Wei-Ning Chen

All Publications

• Adaptive Group Testing on Networks With Community Structure: The Stochastic Block Model IEEE TRANSACTIONS ON INFORMATION THEORY Ahn, S., Chen, W., Ozgur, A. 2023; 69 (7): 4758-4776

  View details for DOI 10.1109/TIT.2023.3247520

  View details for Web of Science ID 001017307000038

• Breaking the Communication-Privacy-Accuracy Trilemma IEEE TRANSACTIONS ON INFORMATION THEORY Chen, W., Kairouz, P., Ozgur, A. 2023; 69 (2): 1261-1281

  View details for DOI 10.1109/TIT.2022.3218772

  View details for Web of Science ID 000927904500033

• Optimal Compression of Locally Differentially Private Mechanisms Shah, A., Chen, W., Balle, J., Kairouz, P., Theis, L., Camps-Valls, G., Ruiz, F. J., Valera JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2022

  View details for Web of Science ID 000841852302006

• The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning Chen, W., Choquette-Choo, C. A., Kairouz, P., Suresh, A., Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G., Sabato, S. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2022

  View details for Web of Science ID 000899944903006

• The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation Chen, W., Ozgur, A., Kairouz, P., Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G., Sabato, S. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2022

  View details for Web of Science ID 000899944903022

• Adaptive Group Testing on Networks with Community Structure Ahn, S., Chen, W., Ozgur, A., IEEE IEEE. 2021: 1242-1247

  View details for DOI 10.1109/ISIT45174.2021.9517888

  View details for Web of Science ID 000701502201056

• Differentially Private Federated Learning: An Information-Theoretic Perspective Asoodeh, S., Chen, W., Calmon, F. P., Ozgur, A., IEEE IEEE. 2021: 344-349

  View details for DOI 10.1109/ISIT45174.2021.9518124

  View details for Web of Science ID 000701502200059