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Felix Xinnan Yu
Felix Xinnan Yu
Research Scientist, Google New York
google.com의 이메일 확인됨 - 홈페이지
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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
29952016
Advances and Open Problems in Federated Learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
25422019
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
364*2015
cpSGD: Communication-efficient and differentially-private distributed SGD
N Agarwal, AT Suresh, F Yu, S Kumar, HB Mcmahan
Neural Information Processing Systems, 2018
3182018
Distributed Mean Estimation with Limited Communication
AT Suresh, FX Yu, HB McMahan, S Kumar
ICML 2017, 2017
2442017
Designing Category-Level Attributes for Discriminative Visual Recognition
FX Yu, L Cao, RS Feris, JR Smith, SF Chang
Computer Vision and Pattern Recognition, 2013
2272013
Orthogonal random features
FX Yu, AT Suresh, K Choromanski, D Holtmann-Rice, S Kumar
Advances in Neural Information Processing Systems, 2016
1862016
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
1842020
Circulant Binary Embedding
FX Yu, S Kumar, Y Gong, SF Chang
31st International Conference on Machine Learning (ICML-14), 946--954, 2014
1672014
Video Event Detection by Inferring Temporal Instance Labels
KT Lai, FX Yu, MS Chen, SF Chang
Computer Vision and Pattern Recognition (CVPR), 2014
1452014
Learning Spread-out Local Feature Descriptors
X Zhang, FX Yu, S Kumar, SF Chang
ICCV 2017, 2017
1342017
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
1332014
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
1262021
Deep Transfer Network: Unsupervised Domain Adaptation
X Zhang, FX Yu, SF Chang, S Wang
arXiv preprint arXiv:1503.00591, 2015
1182015
SVM for learning with label proportions
FX Yu, D Liu, S Kumar, T Jebara, SF Chang
the 30rd International Conference on Machine learning (ICML), 2013
117*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
1162012
Learning Discriminative and Transformation Covariant Local Feature Detectors
X Zhang, FX Yu, S Karaman, SF Chang
Computer Vision and Pattern Recognition, 2017
982017
Spherical Random Features for Polynomial Kernels
J Pennington, XY Felix, S Kumar
Neural Information Processing Systems (NIPS), 2015
732015
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
712016
AdaCliP: Adaptive Clipping for Private SGD
V Pichapati, AT Suresh, FX Yu, SJ Reddi, S Kumar
arXiv preprint arXiv:1908.07643, 2019
692019
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