papers
Publications (11)
cs.LG2013
$\propto$SVM for learning with label proportions
Felix X. Yu, Dong Liu, Sanjiv Kumar +2
cs.LG2017
Federated Learning: Strategies for Improving Communication Efficiency
Jakub KoneÄný, H. Brendan McMahan, Felix X. Yu +3
cs.LG2016
Orthogonal Random Features
Felix X. Yu, Ananda Theertha Suresh, Krzysztof Choromanski +2
stat.ML2014
Circulant Binary Embedding
Felix X. Yu, Sanjiv Kumar, Yunchao Gong +1
stat.ML2019
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi +5
cs.CV2015
An exploration of parameter redundancy in deep networks with circulant projections
Yu Cheng, Felix X. Yu, Rogerio S. Feris +3
cs.DS2015
On Binary Embedding using Circulant Matrices
Felix X. Yu, Aditya Bhaskara, Sanjiv Kumar +2
cs.CV2017
Learning Spread-out Local Feature Descriptors
Xu Zhang, Felix X. Yu, Sanjiv Kumar +1
cs.LG2017
Distributed Mean Estimation with Limited Communication
Ananda Theertha Suresh, Felix X. Yu, Sanjiv Kumar +1
stat.ML2015
Compact Nonlinear Maps and Circulant Extensions
Felix X. Yu, Sanjiv Kumar, Henry Rowley +1
stat.ML2015
On Learning from Label Proportions
Felix X. Yu, Krzysztof Choromanski, Sanjiv Kumar +2