Publications

* alphabetical order

Journal papers and preprints

Sub-linear Time Support Recovery for Compressed Sensing using Sparse-Graph Codes
Xiao Li, Dong Yin, Sameer Pawar, Ramtin Pedarsani, Kannan Ramchandran
Submitted.

Online Learning for Non-Stationary A/B Tests
Andres Munoz Medina*, Sergei Vassilvitskii*, Dong Yin*
Submitted.

PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph Codes
Ramtin Pedarsani, Dong Yin, Kangwook Lee, Kannan Ramchandran
IEEE Transactions on Information Theory, 2017.

Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks
Adam S. Charles, Dong Yin, Christopher J. Rozell
Journal of Machine Learning Research (JMLR), 2017.

Conference papers

Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett
International Conference on Machine Learning (ICML), 2018.

Gradient Diversity: a Key Ingredient for Scalable Distributed Learning
Dong Yin, Ashwin Pananjady, Max Lam, Dimitris Papailiopoulos, Kannan Ramchandran, Peter L. Bartlett
Artificial Intelligence and Statistics (AISTATS), 2018.
Shorter version at NIPS Optimization Workshop, 2017 (oral presentation).

Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes
Dong Yin, Ramtin Pedarsani, Yudong Chen, Kannan Ramchandran
IEEE Allerton Conference on Communication, Control, and Computing, 2017.

Compressed Sensing Using Sparse-Graph Codes for the Continuous-Alphabet Setting
Dong Yin, Ramtin Pedarsani, Xiao Li, Kannan Ramchandran
IEEE Allerton Conference on Communication, Control, and Computing, 2016.

Fast and Robust Compressive Phase Retrieval with Sparse-graph Codes
Dong Yin, Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
IEEE International Symposium on Information Theory (ISIT), 2015.

Can Random Linear Networks Store Multiple Long Input Streams?
Adam S. Charles, Dong Yin, Christopher J. Rozell
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2014.

Sparse Constraint Affine Projection Algorithm with Parallel Implementation and Application in Compressive Sensing
Dong Yin, Hing Cheung So, Yuantao Gu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014.