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
Video Event Detection by Inferring Temporal Instance Labels
KT Lai, FX Yu, MS Chen, SF Chang
Computer Vision and Pattern Recognition (CVPR), 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
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
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
Learning Spread-out Local Feature Descriptors
X Zhang, FX Yu, S Kumar, SF Chang
ICCV 2017, 2017
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
Spherical Random Features for Polynomial Kernels
J Pennington, XY Felix, S Kumar
Neural Information Processing Systems (NIPS), 2015
Compact Nonlinear Maps and Circulant Extensions
FX Yu, S Kumar, H Rowley, SF Chang
arXiv preprint arXiv:1503.03893, 2015
On Learning from Label Proportions
FX Yu, K Choromanski, S Kumar, T Jebara, SF Chang
arXiv preprint arXiv:1402.5902, 2014
Multiscale Quantization for Fast Similarity Search
X Wu, R Guo, AT Suresh, DN Holtmann-Rice, D Simcha, F Yu, S Kumar
Advances in Neural Information Processing Systems, 5743-5751, 2017
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
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