Advances and Open Problems in Federated Learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
5167 2019 Federated learning: Strategies for improving communication efficiency J Konecný, HB McMahan, FX Yu, P Richtárik, AT Suresh, D Bacon
arXiv preprint arXiv:1610.05492 8, 2016
3750 2016 Federated learning: Strategies for improving communication efficiency J Konečný, HB McMahan, FX Yu, P Richtárik, AT Suresh, D Bacon
arXiv preprint arXiv:1610.05492, 2016
2607 2016 cpSGD: Communication-efficient and differentially-private distributed SGD N Agarwal, AT Suresh, F Yu, S Kumar, HB Mcmahan
Neural Information Processing Systems, 2018
481 2018 An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections Y Cheng, FX Yu, R Feris, S Kumar, A Choudhary, SF Chang
International Conference on Computer Vision, 2015
414 * 2015 Distributed Mean Estimation with Limited Communication AT Suresh, FX Yu, HB McMahan, S Kumar
ICML 2017, 2017
352 2017 A Field Guide to Federated Optimization J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...
arXiv preprint arXiv:2107.06917, 2021
310 2021 Pre-training Tasks for Embedding-based Large-scale Retrieval WC Chang, FX Yu, YW Chang, Y Yang, S Kumar
arXiv preprint arXiv:2002.03932, 2020
284 2020 Designing Category-Level Attributes for Discriminative Visual Recognition FX Yu, L Cao, RS Feris, JR Smith, SF Chang
Computer Vision and Pattern Recognition, 2013
241 2013 Orthogonal random features FX Yu, AT Suresh, K Choromanski, D Holtmann-Rice, S Kumar
Advances in Neural Information Processing Systems, 2016
232 2016 Circulant Binary Embedding FX Yu, S Kumar, Y Gong, SF Chang
31st International Conference on Machine Learning (ICML-14), 946--954, 2014
174 2014 Self-supervised Learning for Large-scale Item Recommendations T Yao, X Yi, DZ Cheng, F Yu, T Chen, A Menon, L Hong, EH Chi, S Tjoa, ...
arXiv preprint arXiv:2007.12865, 2020
173 2020 Deep Transfer Network: Unsupervised Domain Adaptation X Zhang, FX Yu, SF Chang, S Wang
arXiv preprint arXiv:1503.00591, 2015
167 2015 Learning Spread-out Local Feature Descriptors X Zhang, FX Yu, S Kumar, SF Chang
ICCV 2017, 2017
165 2017 Video Event Detection by Inferring Temporal Instance Labels KT Lai, FX Yu, MS Chen, SF Chang
Computer Vision and Pattern Recognition (CVPR), 2014
161 2014 Object-based visual sentiment concept analysis and application T Chen, FX Yu, J Chen, Y Cui, YY Chen, SF Chang
Proceedings of the ACM International Conference on Multimedia, 367-376, 2014
153 2014 Learning Discriminative and Transformation Covariant Local Feature Detectors X Zhang, FX Yu, S Karaman, SF Chang
Computer Vision and Pattern Recognition, 2017
141 2017 FX Yu, D Liu, S Kumar, T Jebara, SF Chang
the 30rd International Conference on Machine learning (ICML), 2013
133 * 2013 Federated learning: Strategies for improving communication efficiency. arXiv 2016 J Konecný, HB McMahan, FX Yu, P Richtárik, AT Suresh, D Bacon
arXiv preprint arXiv:1610.05492, 0
121 Weak attributes for large-scale image retrieval FX Yu, R Ji, MH Tsai, G Ye, SF Chang
Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on …, 2012
119 2012 