Tian Li

Tian Li

Carnegie Mellon University - Pittsburgh / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4528657
person_outline Tian Li's MOST POPULAR ARTICLES
1-) Federated optimization in heterogeneous networksT Li, AK Sahu, M Zaheer, M Sanjabi, A Talwalkar, V SmithConference on Machine Learning and Systems (MLSys), 201848292018
2-) Federated learning: Challenges, methods, and future directionsT Li, AK Sahu, A Talwalkar, V SmithIEEE signal processing magazine 37 (3), 50-60, 202048002020
3-) Leaf: A benchmark for federated settingsS Caldas, SMK Duddu, P Wu, T Li, J Konečný, HB McMahan, V Smith, ...arXiv preprint arXiv:1812.01097, 20186532018
4-) Ditto: Fair and Robust Federated Learning Through PersonalizationT Li, S Hu, A Beirami, V SmithInternational Conference on Machine Learning (ICML), 20209072020
5-) Fair resource allocation in federated learningT Li, M Sanjabi, A Beirami, V SmithInternational Conference on Learning Representations (ICLR), 20199022019