Felix Xinnan Yu
Felix Xinnan Yu
Research Scientist, Google New York
Verified email at google.com - Homepage
Cited by
Cited by
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
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
Designing Category-Level Attributes for Discriminative Visual Recognition
FX Yu, L Cao, RS Feris, JR Smith, SF Chang
Computer Vision and Pattern Recognition, 2013
Circulant Binary Embedding
FX Yu, S Kumar, Y Gong, SF Chang
31st International Conference on Machine Learning (ICML-14), 946--954, 2014
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
Video Event Detection by Inferring Temporal Instance Labels
KT Lai, FX Yu, MS Chen, SF Chang
Computer Vision and Pattern Recognition (CVPR), 2014
Orthogonal random features
FX Yu, AT Suresh, K Choromanski, D Holtmann-Rice, S Kumar
Advances in Neural Information Processing Systems, 2016
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
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
Distributed Mean Estimation with Limited Communication
AT Suresh, FX Yu, HB McMahan, S Kumar
ICML 2017, 2017
Deep Transfer Network: Unsupervised Domain Adaptation
X Zhang, FX Yu, SF Chang, S Wang
arXiv preprint arXiv:1503.00591, 2015
cpSGD: Communication-efficient and differentially-private distributed SGD
N Agarwal, AT Suresh, F Yu, S Kumar, HB Mcmahan
Neural Information Processing Systems, 2018
Active query sensing for mobile location search
FX Yu, R Ji, SF Chang
Proceedings of the 19th ACM international conference on Multimedia, 3-12, 2011
Learning Spread-out Local Feature Descriptors
X Zhang, FX Yu, S Kumar, SF Chang
ICCV 2017, 2017
Spherical Random Features for Polynomial Kernels
J Pennington, XY Felix, S Kumar
Neural Information Processing Systems (NIPS), 2015
On Learning from Label Proportions
FX Yu, K Choromanski, S Kumar, T Jebara, SF Chang
arXiv preprint arXiv:1402.5902, 2014
Advances and Open Problems in Federated Learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
Compact Nonlinear Maps and Circulant Extensions
FX Yu, S Kumar, H Rowley, SF Chang
arXiv preprint arXiv:1503.03893, 2015
Fast Orthogonal Projection Based on Kronecker Product
X Zhang, FX Yu, R Guo, S Kumar, S Wang, SF Chang
International Conference on Computer Vision, 2015
Learning Discriminative and Transformation Covariant Local Feature Detectors
X Zhang, FX Yu, S Karaman, SF Chang
Computer Vision and Pattern Recognition, 2017
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