Advances and Open Problems in Federated Learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
4342 2019 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
4325 2016 cpSGD: Communication-efficient and differentially-private distributed SGD N Agarwal, AT Suresh, F Yu, S Kumar, HB Mcmahan
Neural Information Processing Systems, 2018
435 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
408 * 2015 Distributed Mean Estimation with Limited Communication AT Suresh, FX Yu, HB McMahan, S Kumar
ICML 2017, 2017
325 2017 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
259 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
237 2013 Orthogonal random features FX Yu, AT Suresh, K Choromanski, D Holtmann-Rice, S Kumar
Advances in Neural Information Processing Systems, 2016
225 2016 Circulant Binary Embedding FX Yu, S Kumar, Y Gong, SF Chang
31st International Conference on Machine Learning (ICML-14), 946--954, 2014
172 2014 Learning Spread-out Local Feature Descriptors X Zhang, FX Yu, S Kumar, SF Chang
ICCV 2017, 2017
156 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
154 2021 Video Event Detection by Inferring Temporal Instance Labels KT Lai, FX Yu, MS Chen, SF Chang
Computer Vision and Pattern Recognition (CVPR), 2014
153 2014 Deep Transfer Network: Unsupervised Domain Adaptation X Zhang, FX Yu, SF Chang, S Wang
arXiv preprint arXiv:1503.00591, 2015
151 2015 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
145 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
134 2020 Learning Discriminative and Transformation Covariant Local Feature Detectors X Zhang, FX Yu, S Karaman, SF Chang
Computer Vision and Pattern Recognition, 2017
129 2017 FX Yu, D Liu, S Kumar, T Jebara, SF Chang
the 30rd International Conference on Machine learning (ICML), 2013
129 * 2013 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
116 2012 AdaCliP: Adaptive Clipping for Private SGD V Pichapati, AT Suresh, FX Yu, SJ Reddi, S Kumar
arXiv preprint arXiv:1908.07643, 2019
104 2019 Spherical Random Features for Polynomial Kernels J Pennington, XY Felix, S Kumar
Neural Information Processing Systems (NIPS), 2015
82 2015 